diff --git a/.buildinfo b/.buildinfo
index 44d2393..41c8fd7 100644
--- a/.buildinfo
+++ b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: b23f0062c9b6bf29b72016a6f8660288
+config: d24174b92b5a43b9d2657c5158109dad
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/CNAME b/CNAME
index 69c1684..920c16c 100644
--- a/CNAME
+++ b/CNAME
@@ -1 +1 @@
-hyperspy.org
+hyperspy.org
\ No newline at end of file
diff --git a/_sources/documentation.rst.txt b/_sources/documentation.rst.txt
index 87d8d5d..2b9e164 100644
--- a/_sources/documentation.rst.txt
+++ b/_sources/documentation.rst.txt
@@ -9,6 +9,8 @@ User and Developer Guide
 
 .. release
 
+* Development v2.0:
+    + |dev|
 * Current stable release:
     + |currentUG|
 * Older versions:
@@ -21,6 +23,10 @@ User and Developer Guide
     + |v10UG|
     + |v08UG|
 
+.. |dev| raw:: html
+
+   <a href="https://hyperspy.org/hyperspy-doc/dev/index.html" target="_blank">Development v2.0</a>
+
 .. |currentUG| raw:: html
 
    <a href="https://hyperspy.org/hyperspy-doc/current/index.html"
diff --git a/_static/_sphinx_javascript_frameworks_compat.js b/_static/_sphinx_javascript_frameworks_compat.js
new file mode 100644
index 0000000..8549469
--- /dev/null
+++ b/_static/_sphinx_javascript_frameworks_compat.js
@@ -0,0 +1,134 @@
+/*
+ * _sphinx_javascript_frameworks_compat.js
+ * ~~~~~~~~~~
+ *
+ * Compatability shim for jQuery and underscores.js.
+ *
+ * WILL BE REMOVED IN Sphinx 6.0
+ * xref RemovedInSphinx60Warning
+ *
+ */
+
+/**
+ * select a different prefix for underscore
+ */
+$u = _.noConflict();
+
+
+/**
+ * small helper function to urldecode strings
+ *
+ * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL
+ */
+jQuery.urldecode = function(x) {
+    if (!x) {
+        return x
+    }
+    return decodeURIComponent(x.replace(/\+/g, ' '));
+};
+
+/**
+ * small helper function to urlencode strings
+ */
+jQuery.urlencode = encodeURIComponent;
+
+/**
+ * This function returns the parsed url parameters of the
+ * current request. Multiple values per key are supported,
+ * it will always return arrays of strings for the value parts.
+ */
+jQuery.getQueryParameters = function(s) {
+    if (typeof s === 'undefined')
+        s = document.location.search;
+    var parts = s.substr(s.indexOf('?') + 1).split('&');
+    var result = {};
+    for (var i = 0; i < parts.length; i++) {
+        var tmp = parts[i].split('=', 2);
+        var key = jQuery.urldecode(tmp[0]);
+        var value = jQuery.urldecode(tmp[1]);
+        if (key in result)
+            result[key].push(value);
+        else
+            result[key] = [value];
+    }
+    return result;
+};
+
+/**
+ * highlight a given string on a jquery object by wrapping it in
+ * span elements with the given class name.
+ */
+jQuery.fn.highlightText = function(text, className) {
+    function highlight(node, addItems) {
+        if (node.nodeType === 3) {
+            var val = node.nodeValue;
+            var pos = val.toLowerCase().indexOf(text);
+            if (pos >= 0 &&
+                !jQuery(node.parentNode).hasClass(className) &&
+                !jQuery(node.parentNode).hasClass("nohighlight")) {
+                var span;
+                var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg");
+                if (isInSVG) {
+                    span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
+                } else {
+                    span = document.createElement("span");
+                    span.className = className;
+                }
+                span.appendChild(document.createTextNode(val.substr(pos, text.length)));
+                node.parentNode.insertBefore(span, node.parentNode.insertBefore(
+                    document.createTextNode(val.substr(pos + text.length)),
+                    node.nextSibling));
+                node.nodeValue = val.substr(0, pos);
+                if (isInSVG) {
+                    var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect");
+                    var bbox = node.parentElement.getBBox();
+                    rect.x.baseVal.value = bbox.x;
+                    rect.y.baseVal.value = bbox.y;
+                    rect.width.baseVal.value = bbox.width;
+                    rect.height.baseVal.value = bbox.height;
+                    rect.setAttribute('class', className);
+                    addItems.push({
+                        "parent": node.parentNode,
+                        "target": rect});
+                }
+            }
+        }
+        else if (!jQuery(node).is("button, select, textarea")) {
+            jQuery.each(node.childNodes, function() {
+                highlight(this, addItems);
+            });
+        }
+    }
+    var addItems = [];
+    var result = this.each(function() {
+        highlight(this, addItems);
+    });
+    for (var i = 0; i < addItems.length; ++i) {
+        jQuery(addItems[i].parent).before(addItems[i].target);
+    }
+    return result;
+};
+
+/*
+ * backward compatibility for jQuery.browser
+ * This will be supported until firefox bug is fixed.
+ */
+if (!jQuery.browser) {
+    jQuery.uaMatch = function(ua) {
+        ua = ua.toLowerCase();
+
+        var match = /(chrome)[ \/]([\w.]+)/.exec(ua) ||
+            /(webkit)[ \/]([\w.]+)/.exec(ua) ||
+            /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) ||
+            /(msie) ([\w.]+)/.exec(ua) ||
+            ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) ||
+            [];
+
+        return {
+            browser: match[ 1 ] || "",
+            version: match[ 2 ] || "0"
+        };
+    };
+    jQuery.browser = {};
+    jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true;
+}
diff --git a/_static/basic.css b/_static/basic.css
index 28d0fab..21cf10c 100644
--- a/_static/basic.css
+++ b/_static/basic.css
@@ -222,7 +222,7 @@ table.modindextable td {
 /* -- general body styles --------------------------------------------------- */
 
 div.body {
-    min-width: 450px;
+    min-width: 360px;
     max-width: 800px;
 }
 
@@ -237,16 +237,6 @@ a.headerlink {
     visibility: hidden;
 }
 
-a.brackets:before,
-span.brackets > a:before{
-    content: "[";
-}
-
-a.brackets:after,
-span.brackets > a:after {
-    content: "]";
-}
-
 h1:hover > a.headerlink,
 h2:hover > a.headerlink,
 h3:hover > a.headerlink,
@@ -334,13 +324,15 @@ aside.sidebar {
 p.sidebar-title {
     font-weight: bold;
 }
-
+nav.contents,
+aside.topic,
 div.admonition, div.topic, blockquote {
     clear: left;
 }
 
 /* -- topics ---------------------------------------------------------------- */
-
+nav.contents,
+aside.topic,
 div.topic {
     border: 1px solid #ccc;
     padding: 7px;
@@ -379,6 +371,8 @@ div.body p.centered {
 
 div.sidebar > :last-child,
 aside.sidebar > :last-child,
+nav.contents > :last-child,
+aside.topic > :last-child,
 div.topic > :last-child,
 div.admonition > :last-child {
     margin-bottom: 0;
@@ -386,6 +380,8 @@ div.admonition > :last-child {
 
 div.sidebar::after,
 aside.sidebar::after,
+nav.contents::after,
+aside.topic::after,
 div.topic::after,
 div.admonition::after,
 blockquote::after {
@@ -428,10 +424,6 @@ table.docutils td, table.docutils th {
     border-bottom: 1px solid #aaa;
 }
 
-table.footnote td, table.footnote th {
-    border: 0 !important;
-}
-
 th {
     text-align: left;
     padding-right: 5px;
@@ -614,20 +606,26 @@ ol.simple p,
 ul.simple p {
     margin-bottom: 0;
 }
-
-dl.footnote > dt,
-dl.citation > dt {
+aside.footnote > span,
+div.citation > span {
     float: left;
-    margin-right: 0.5em;
 }
-
-dl.footnote > dd,
-dl.citation > dd {
+aside.footnote > span:last-of-type,
+div.citation > span:last-of-type {
+  padding-right: 0.5em;
+}
+aside.footnote > p {
+  margin-left: 2em;
+}
+div.citation > p {
+  margin-left: 4em;
+}
+aside.footnote > p:last-of-type,
+div.citation > p:last-of-type {
     margin-bottom: 0em;
 }
-
-dl.footnote > dd:after,
-dl.citation > dd:after {
+aside.footnote > p:last-of-type:after,
+div.citation > p:last-of-type:after {
     content: "";
     clear: both;
 }
@@ -644,10 +642,6 @@ dl.field-list > dt {
     padding-right: 5px;
 }
 
-dl.field-list > dt:after {
-    content: ":";
-}
-
 dl.field-list > dd {
     padding-left: 0.5em;
     margin-top: 0em;
diff --git a/_static/doctools.js b/_static/doctools.js
index e1bfd70..527b876 100644
--- a/_static/doctools.js
+++ b/_static/doctools.js
@@ -2,357 +2,155 @@
  * doctools.js
  * ~~~~~~~~~~~
  *
- * Sphinx JavaScript utilities for all documentation.
+ * Base JavaScript utilities for all Sphinx HTML documentation.
  *
  * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
-
-/**
- * select a different prefix for underscore
- */
-$u = _.noConflict();
-
-/**
- * make the code below compatible with browsers without
- * an installed firebug like debugger
-if (!window.console || !console.firebug) {
-  var names = ["log", "debug", "info", "warn", "error", "assert", "dir",
-    "dirxml", "group", "groupEnd", "time", "timeEnd", "count", "trace",
-    "profile", "profileEnd"];
-  window.console = {};
-  for (var i = 0; i < names.length; ++i)
-    window.console[names[i]] = function() {};
-}
- */
-
-/**
- * small helper function to urldecode strings
- *
- * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL
- */
-jQuery.urldecode = function(x) {
-  if (!x) {
-    return x
-  }
-  return decodeURIComponent(x.replace(/\+/g, ' '));
-};
-
-/**
- * small helper function to urlencode strings
- */
-jQuery.urlencode = encodeURIComponent;
-
-/**
- * This function returns the parsed url parameters of the
- * current request. Multiple values per key are supported,
- * it will always return arrays of strings for the value parts.
- */
-jQuery.getQueryParameters = function(s) {
-  if (typeof s === 'undefined')
-    s = document.location.search;
-  var parts = s.substr(s.indexOf('?') + 1).split('&');
-  var result = {};
-  for (var i = 0; i < parts.length; i++) {
-    var tmp = parts[i].split('=', 2);
-    var key = jQuery.urldecode(tmp[0]);
-    var value = jQuery.urldecode(tmp[1]);
-    if (key in result)
-      result[key].push(value);
-    else
-      result[key] = [value];
-  }
-  return result;
-};
-
-/**
- * highlight a given string on a jquery object by wrapping it in
- * span elements with the given class name.
- */
-jQuery.fn.highlightText = function(text, className) {
-  function highlight(node, addItems) {
-    if (node.nodeType === 3) {
-      var val = node.nodeValue;
-      var pos = val.toLowerCase().indexOf(text);
-      if (pos >= 0 &&
-          !jQuery(node.parentNode).hasClass(className) &&
-          !jQuery(node.parentNode).hasClass("nohighlight")) {
-        var span;
-        var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg");
-        if (isInSVG) {
-          span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
-        } else {
-          span = document.createElement("span");
-          span.className = className;
-        }
-        span.appendChild(document.createTextNode(val.substr(pos, text.length)));
-        node.parentNode.insertBefore(span, node.parentNode.insertBefore(
-          document.createTextNode(val.substr(pos + text.length)),
-          node.nextSibling));
-        node.nodeValue = val.substr(0, pos);
-        if (isInSVG) {
-          var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect");
-          var bbox = node.parentElement.getBBox();
-          rect.x.baseVal.value = bbox.x;
-          rect.y.baseVal.value = bbox.y;
-          rect.width.baseVal.value = bbox.width;
-          rect.height.baseVal.value = bbox.height;
-          rect.setAttribute('class', className);
-          addItems.push({
-              "parent": node.parentNode,
-              "target": rect});
-        }
-      }
-    }
-    else if (!jQuery(node).is("button, select, textarea")) {
-      jQuery.each(node.childNodes, function() {
-        highlight(this, addItems);
-      });
-    }
-  }
-  var addItems = [];
-  var result = this.each(function() {
-    highlight(this, addItems);
-  });
-  for (var i = 0; i < addItems.length; ++i) {
-    jQuery(addItems[i].parent).before(addItems[i].target);
+"use strict";
+
+const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([
+  "TEXTAREA",
+  "INPUT",
+  "SELECT",
+  "BUTTON",
+]);
+
+const _ready = (callback) => {
+  if (document.readyState !== "loading") {
+    callback();
+  } else {
+    document.addEventListener("DOMContentLoaded", callback);
   }
-  return result;
 };
 
-/*
- * backward compatibility for jQuery.browser
- * This will be supported until firefox bug is fixed.
- */
-if (!jQuery.browser) {
-  jQuery.uaMatch = function(ua) {
-    ua = ua.toLowerCase();
-
-    var match = /(chrome)[ \/]([\w.]+)/.exec(ua) ||
-      /(webkit)[ \/]([\w.]+)/.exec(ua) ||
-      /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) ||
-      /(msie) ([\w.]+)/.exec(ua) ||
-      ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) ||
-      [];
-
-    return {
-      browser: match[ 1 ] || "",
-      version: match[ 2 ] || "0"
-    };
-  };
-  jQuery.browser = {};
-  jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true;
-}
-
 /**
  * Small JavaScript module for the documentation.
  */
-var Documentation = {
-
-  init : function() {
-    this.fixFirefoxAnchorBug();
-    this.highlightSearchWords();
-    this.initIndexTable();
-    this.initOnKeyListeners();
+const Documentation = {
+  init: () => {
+    Documentation.initDomainIndexTable();
+    Documentation.initOnKeyListeners();
   },
 
   /**
    * i18n support
    */
-  TRANSLATIONS : {},
-  PLURAL_EXPR : function(n) { return n === 1 ? 0 : 1; },
-  LOCALE : 'unknown',
+  TRANSLATIONS: {},
+  PLURAL_EXPR: (n) => (n === 1 ? 0 : 1),
+  LOCALE: "unknown",
 
   // gettext and ngettext don't access this so that the functions
   // can safely bound to a different name (_ = Documentation.gettext)
-  gettext : function(string) {
-    var translated = Documentation.TRANSLATIONS[string];
-    if (typeof translated === 'undefined')
-      return string;
-    return (typeof translated === 'string') ? translated : translated[0];
-  },
-
-  ngettext : function(singular, plural, n) {
-    var translated = Documentation.TRANSLATIONS[singular];
-    if (typeof translated === 'undefined')
-      return (n == 1) ? singular : plural;
-    return translated[Documentation.PLURALEXPR(n)];
-  },
-
-  addTranslations : function(catalog) {
-    for (var key in catalog.messages)
-      this.TRANSLATIONS[key] = catalog.messages[key];
-    this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')');
-    this.LOCALE = catalog.locale;
-  },
-
-  /**
-   * add context elements like header anchor links
-   */
-  addContextElements : function() {
-    $('div[id] > :header:first').each(function() {
-      $('<a class="headerlink">\u00B6</a>').
-      attr('href', '#' + this.id).
-      attr('title', _('Permalink to this headline')).
-      appendTo(this);
-    });
-    $('dt[id]').each(function() {
-      $('<a class="headerlink">\u00B6</a>').
-      attr('href', '#' + this.id).
-      attr('title', _('Permalink to this definition')).
-      appendTo(this);
-    });
-  },
-
-  /**
-   * workaround a firefox stupidity
-   * see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075
-   */
-  fixFirefoxAnchorBug : function() {
-    if (document.location.hash && $.browser.mozilla)
-      window.setTimeout(function() {
-        document.location.href += '';
-      }, 10);
-  },
-
-  /**
-   * highlight the search words provided in the url in the text
-   */
-  highlightSearchWords : function() {
-    var params = $.getQueryParameters();
-    var terms = (params.highlight) ? params.highlight[0].split(/\s+/) : [];
-    if (terms.length) {
-      var body = $('div.body');
-      if (!body.length) {
-        body = $('body');
-      }
-      window.setTimeout(function() {
-        $.each(terms, function() {
-          body.highlightText(this.toLowerCase(), 'highlighted');
-        });
-      }, 10);
-      $('<p class="highlight-link"><a href="javascript:Documentation.' +
-        'hideSearchWords()">' + _('Hide Search Matches') + '</a></p>')
-          .appendTo($('#searchbox'));
+  gettext: (string) => {
+    const translated = Documentation.TRANSLATIONS[string];
+    switch (typeof translated) {
+      case "undefined":
+        return string; // no translation
+      case "string":
+        return translated; // translation exists
+      default:
+        return translated[0]; // (singular, plural) translation tuple exists
     }
   },
 
-  /**
-   * init the domain index toggle buttons
-   */
-  initIndexTable : function() {
-    var togglers = $('img.toggler').click(function() {
-      var src = $(this).attr('src');
-      var idnum = $(this).attr('id').substr(7);
-      $('tr.cg-' + idnum).toggle();
-      if (src.substr(-9) === 'minus.png')
-        $(this).attr('src', src.substr(0, src.length-9) + 'plus.png');
-      else
-        $(this).attr('src', src.substr(0, src.length-8) + 'minus.png');
-    }).css('display', '');
-    if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) {
-        togglers.click();
-    }
+  ngettext: (singular, plural, n) => {
+    const translated = Documentation.TRANSLATIONS[singular];
+    if (typeof translated !== "undefined")
+      return translated[Documentation.PLURAL_EXPR(n)];
+    return n === 1 ? singular : plural;
   },
 
-  /**
-   * helper function to hide the search marks again
-   */
-  hideSearchWords : function() {
-    $('#searchbox .highlight-link').fadeOut(300);
-    $('span.highlighted').removeClass('highlighted');
-    var url = new URL(window.location);
-    url.searchParams.delete('highlight');
-    window.history.replaceState({}, '', url);
+  addTranslations: (catalog) => {
+    Object.assign(Documentation.TRANSLATIONS, catalog.messages);
+    Documentation.PLURAL_EXPR = new Function(
+      "n",
+      `return (${catalog.plural_expr})`
+    );
+    Documentation.LOCALE = catalog.locale;
   },
 
-   /**
+  /**
    * helper function to focus on search bar
    */
-  focusSearchBar : function() {
-    $('input[name=q]').first().focus();
+  focusSearchBar: () => {
+    document.querySelectorAll("input[name=q]")[0]?.focus();
   },
 
   /**
-   * make the url absolute
+   * Initialise the domain index toggle buttons
    */
-  makeURL : function(relativeURL) {
-    return DOCUMENTATION_OPTIONS.URL_ROOT + '/' + relativeURL;
-  },
+  initDomainIndexTable: () => {
+    const toggler = (el) => {
+      const idNumber = el.id.substr(7);
+      const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`);
+      if (el.src.substr(-9) === "minus.png") {
+        el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`;
+        toggledRows.forEach((el) => (el.style.display = "none"));
+      } else {
+        el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`;
+        toggledRows.forEach((el) => (el.style.display = ""));
+      }
+    };
 
-  /**
-   * get the current relative url
-   */
-  getCurrentURL : function() {
-    var path = document.location.pathname;
-    var parts = path.split(/\//);
-    $.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() {
-      if (this === '..')
-        parts.pop();
-    });
-    var url = parts.join('/');
-    return path.substring(url.lastIndexOf('/') + 1, path.length - 1);
+    const togglerElements = document.querySelectorAll("img.toggler");
+    togglerElements.forEach((el) =>
+      el.addEventListener("click", (event) => toggler(event.currentTarget))
+    );
+    togglerElements.forEach((el) => (el.style.display = ""));
+    if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler);
   },
 
-  initOnKeyListeners: function() {
+  initOnKeyListeners: () => {
     // only install a listener if it is really needed
-    if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
-        !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
-        return;
-
-    $(document).keydown(function(event) {
-      var activeElementType = document.activeElement.tagName;
-      // don't navigate when in search box, textarea, dropdown or button
-      if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT'
-          && activeElementType !== 'BUTTON') {
-        if (event.altKey || event.ctrlKey || event.metaKey)
-          return;
-
-          if (!event.shiftKey) {
-            switch (event.key) {
-              case 'ArrowLeft':
-                if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS)
-                  break;
-                var prevHref = $('link[rel="prev"]').prop('href');
-                if (prevHref) {
-                  window.location.href = prevHref;
-                  return false;
-                }
-                break;
-              case 'ArrowRight':
-                if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS)
-                  break;
-                var nextHref = $('link[rel="next"]').prop('href');
-                if (nextHref) {
-                  window.location.href = nextHref;
-                  return false;
-                }
-                break;
-              case 'Escape':
-                if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
-                  break;
-                Documentation.hideSearchWords();
-                return false;
-          }
-        }
-
-        // some keyboard layouts may need Shift to get /
+    if (
+      !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
+      !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS
+    )
+      return;
+
+    document.addEventListener("keydown", (event) => {
+      // bail for input elements
+      if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
+      // bail with special keys
+      if (event.altKey || event.ctrlKey || event.metaKey) return;
+
+      if (!event.shiftKey) {
         switch (event.key) {
-          case '/':
-            if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
-              break;
-            Documentation.focusSearchBar();
-            return false;
+          case "ArrowLeft":
+            if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+            const prevLink = document.querySelector('link[rel="prev"]');
+            if (prevLink && prevLink.href) {
+              window.location.href = prevLink.href;
+              event.preventDefault();
+            }
+            break;
+          case "ArrowRight":
+            if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+            const nextLink = document.querySelector('link[rel="next"]');
+            if (nextLink && nextLink.href) {
+              window.location.href = nextLink.href;
+              event.preventDefault();
+            }
+            break;
         }
       }
+
+      // some keyboard layouts may need Shift to get /
+      switch (event.key) {
+        case "/":
+          if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break;
+          Documentation.focusSearchBar();
+          event.preventDefault();
+      }
     });
-  }
+  },
 };
 
 // quick alias for translations
-_ = Documentation.gettext;
+const _ = Documentation.gettext;
 
-$(document).ready(function() {
-  Documentation.init();
-});
+_ready(Documentation.init);
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
index 724e382..b57ae3b 100644
--- a/_static/documentation_options.js
+++ b/_static/documentation_options.js
@@ -1,7 +1,7 @@
 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
     VERSION: '',
-    LANGUAGE: 'None',
+    LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
     FILE_SUFFIX: '.html',
diff --git a/_static/jquery-3.5.1.js b/_static/jquery-3.6.0.js
similarity index 98%
rename from _static/jquery-3.5.1.js
rename to _static/jquery-3.6.0.js
index 5093733..fc6c299 100644
--- a/_static/jquery-3.5.1.js
+++ b/_static/jquery-3.6.0.js
@@ -1,15 +1,15 @@
 /*!
- * jQuery JavaScript Library v3.5.1
+ * jQuery JavaScript Library v3.6.0
  * https://jquery.com/
  *
  * Includes Sizzle.js
  * https://sizzlejs.com/
  *
- * Copyright JS Foundation and other contributors
+ * Copyright OpenJS Foundation and other contributors
  * Released under the MIT license
  * https://jquery.org/license
  *
- * Date: 2020-05-04T22:49Z
+ * Date: 2021-03-02T17:08Z
  */
 ( function( global, factory ) {
 
@@ -76,12 +76,16 @@ var support = {};
 
 var isFunction = function isFunction( obj ) {
 
-      // Support: Chrome <=57, Firefox <=52
-      // In some browsers, typeof returns "function" for HTML <object> elements
-      // (i.e., `typeof document.createElement( "object" ) === "function"`).
-      // We don't want to classify *any* DOM node as a function.
-      return typeof obj === "function" && typeof obj.nodeType !== "number";
-  };
+		// Support: Chrome <=57, Firefox <=52
+		// In some browsers, typeof returns "function" for HTML <object> elements
+		// (i.e., `typeof document.createElement( "object" ) === "function"`).
+		// We don't want to classify *any* DOM node as a function.
+		// Support: QtWeb <=3.8.5, WebKit <=534.34, wkhtmltopdf tool <=0.12.5
+		// Plus for old WebKit, typeof returns "function" for HTML collections
+		// (e.g., `typeof document.getElementsByTagName("div") === "function"`). (gh-4756)
+		return typeof obj === "function" && typeof obj.nodeType !== "number" &&
+			typeof obj.item !== "function";
+	};
 
 
 var isWindow = function isWindow( obj ) {
@@ -147,7 +151,7 @@ function toType( obj ) {
 
 
 var
-	version = "3.5.1",
+	version = "3.6.0",
 
 	// Define a local copy of jQuery
 	jQuery = function( selector, context ) {
@@ -401,7 +405,7 @@ jQuery.extend( {
 			if ( isArrayLike( Object( arr ) ) ) {
 				jQuery.merge( ret,
 					typeof arr === "string" ?
-					[ arr ] : arr
+						[ arr ] : arr
 				);
 			} else {
 				push.call( ret, arr );
@@ -496,9 +500,9 @@ if ( typeof Symbol === "function" ) {
 
 // Populate the class2type map
 jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ),
-function( _i, name ) {
-	class2type[ "[object " + name + "]" ] = name.toLowerCase();
-} );
+	function( _i, name ) {
+		class2type[ "[object " + name + "]" ] = name.toLowerCase();
+	} );
 
 function isArrayLike( obj ) {
 
@@ -518,14 +522,14 @@ function isArrayLike( obj ) {
 }
 var Sizzle =
 /*!
- * Sizzle CSS Selector Engine v2.3.5
+ * Sizzle CSS Selector Engine v2.3.6
  * https://sizzlejs.com/
  *
  * Copyright JS Foundation and other contributors
  * Released under the MIT license
  * https://js.foundation/
  *
- * Date: 2020-03-14
+ * Date: 2021-02-16
  */
 ( function( window ) {
 var i,
@@ -1108,8 +1112,8 @@ support = Sizzle.support = {};
  * @returns {Boolean} True iff elem is a non-HTML XML node
  */
 isXML = Sizzle.isXML = function( elem ) {
-	var namespace = elem.namespaceURI,
-		docElem = ( elem.ownerDocument || elem ).documentElement;
+	var namespace = elem && elem.namespaceURI,
+		docElem = elem && ( elem.ownerDocument || elem ).documentElement;
 
 	// Support: IE <=8
 	// Assume HTML when documentElement doesn't yet exist, such as inside loading iframes
@@ -3024,9 +3028,9 @@ var rneedsContext = jQuery.expr.match.needsContext;
 
 function nodeName( elem, name ) {
 
-  return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase();
+	return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase();
 
-};
+}
 var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i );
 
 
@@ -3997,8 +4001,8 @@ jQuery.extend( {
 			resolveContexts = Array( i ),
 			resolveValues = slice.call( arguments ),
 
-			// the master Deferred
-			master = jQuery.Deferred(),
+			// the primary Deferred
+			primary = jQuery.Deferred(),
 
 			// subordinate callback factory
 			updateFunc = function( i ) {
@@ -4006,30 +4010,30 @@ jQuery.extend( {
 					resolveContexts[ i ] = this;
 					resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value;
 					if ( !( --remaining ) ) {
-						master.resolveWith( resolveContexts, resolveValues );
+						primary.resolveWith( resolveContexts, resolveValues );
 					}
 				};
 			};
 
 		// Single- and empty arguments are adopted like Promise.resolve
 		if ( remaining <= 1 ) {
-			adoptValue( singleValue, master.done( updateFunc( i ) ).resolve, master.reject,
+			adoptValue( singleValue, primary.done( updateFunc( i ) ).resolve, primary.reject,
 				!remaining );
 
 			// Use .then() to unwrap secondary thenables (cf. gh-3000)
-			if ( master.state() === "pending" ||
+			if ( primary.state() === "pending" ||
 				isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) {
 
-				return master.then();
+				return primary.then();
 			}
 		}
 
 		// Multiple arguments are aggregated like Promise.all array elements
 		while ( i-- ) {
-			adoptValue( resolveValues[ i ], updateFunc( i ), master.reject );
+			adoptValue( resolveValues[ i ], updateFunc( i ), primary.reject );
 		}
 
-		return master.promise();
+		return primary.promise();
 	}
 } );
 
@@ -4180,8 +4184,8 @@ var access = function( elems, fn, key, value, chainable, emptyGet, raw ) {
 			for ( ; i < len; i++ ) {
 				fn(
 					elems[ i ], key, raw ?
-					value :
-					value.call( elems[ i ], i, fn( elems[ i ], key ) )
+						value :
+						value.call( elems[ i ], i, fn( elems[ i ], key ) )
 				);
 			}
 		}
@@ -5089,10 +5093,7 @@ function buildFragment( elems, context, scripts, selection, ignored ) {
 }
 
 
-var
-	rkeyEvent = /^key/,
-	rmouseEvent = /^(?:mouse|pointer|contextmenu|drag|drop)|click/,
-	rtypenamespace = /^([^.]*)(?:\.(.+)|)/;
+var rtypenamespace = /^([^.]*)(?:\.(.+)|)/;
 
 function returnTrue() {
 	return true;
@@ -5387,8 +5388,8 @@ jQuery.event = {
 			event = jQuery.event.fix( nativeEvent ),
 
 			handlers = (
-					dataPriv.get( this, "events" ) || Object.create( null )
-				)[ event.type ] || [],
+				dataPriv.get( this, "events" ) || Object.create( null )
+			)[ event.type ] || [],
 			special = jQuery.event.special[ event.type ] || {};
 
 		// Use the fix-ed jQuery.Event rather than the (read-only) native event
@@ -5512,12 +5513,12 @@ jQuery.event = {
 			get: isFunction( hook ) ?
 				function() {
 					if ( this.originalEvent ) {
-							return hook( this.originalEvent );
+						return hook( this.originalEvent );
 					}
 				} :
 				function() {
 					if ( this.originalEvent ) {
-							return this.originalEvent[ name ];
+						return this.originalEvent[ name ];
 					}
 				},
 
@@ -5656,7 +5657,13 @@ function leverageNative( el, type, expectSync ) {
 						// Cancel the outer synthetic event
 						event.stopImmediatePropagation();
 						event.preventDefault();
-						return result.value;
+
+						// Support: Chrome 86+
+						// In Chrome, if an element having a focusout handler is blurred by
+						// clicking outside of it, it invokes the handler synchronously. If
+						// that handler calls `.remove()` on the element, the data is cleared,
+						// leaving `result` undefined. We need to guard against this.
+						return result && result.value;
 					}
 
 				// If this is an inner synthetic event for an event with a bubbling surrogate
@@ -5821,34 +5828,7 @@ jQuery.each( {
 	targetTouches: true,
 	toElement: true,
 	touches: true,
-
-	which: function( event ) {
-		var button = event.button;
-
-		// Add which for key events
-		if ( event.which == null && rkeyEvent.test( event.type ) ) {
-			return event.charCode != null ? event.charCode : event.keyCode;
-		}
-
-		// Add which for click: 1 === left; 2 === middle; 3 === right
-		if ( !event.which && button !== undefined && rmouseEvent.test( event.type ) ) {
-			if ( button & 1 ) {
-				return 1;
-			}
-
-			if ( button & 2 ) {
-				return 3;
-			}
-
-			if ( button & 4 ) {
-				return 2;
-			}
-
-			return 0;
-		}
-
-		return event.which;
-	}
+	which: true
 }, jQuery.event.addProp );
 
 jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) {
@@ -5874,6 +5854,12 @@ jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateTyp
 			return true;
 		},
 
+		// Suppress native focus or blur as it's already being fired
+		// in leverageNative.
+		_default: function() {
+			return true;
+		},
+
 		delegateType: delegateType
 	};
 } );
@@ -6541,6 +6527,10 @@ var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" );
 		// set in CSS while `offset*` properties report correct values.
 		// Behavior in IE 9 is more subtle than in newer versions & it passes
 		// some versions of this test; make sure not to make it pass there!
+		//
+		// Support: Firefox 70+
+		// Only Firefox includes border widths
+		// in computed dimensions. (gh-4529)
 		reliableTrDimensions: function() {
 			var table, tr, trChild, trStyle;
 			if ( reliableTrDimensionsVal == null ) {
@@ -6548,17 +6538,32 @@ var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" );
 				tr = document.createElement( "tr" );
 				trChild = document.createElement( "div" );
 
-				table.style.cssText = "position:absolute;left:-11111px";
+				table.style.cssText = "position:absolute;left:-11111px;border-collapse:separate";
+				tr.style.cssText = "border:1px solid";
+
+				// Support: Chrome 86+
+				// Height set through cssText does not get applied.
+				// Computed height then comes back as 0.
 				tr.style.height = "1px";
 				trChild.style.height = "9px";
 
+				// Support: Android 8 Chrome 86+
+				// In our bodyBackground.html iframe,
+				// display for all div elements is set to "inline",
+				// which causes a problem only in Android 8 Chrome 86.
+				// Ensuring the div is display: block
+				// gets around this issue.
+				trChild.style.display = "block";
+
 				documentElement
 					.appendChild( table )
 					.appendChild( tr )
 					.appendChild( trChild );
 
 				trStyle = window.getComputedStyle( tr );
-				reliableTrDimensionsVal = parseInt( trStyle.height ) > 3;
+				reliableTrDimensionsVal = ( parseInt( trStyle.height, 10 ) +
+					parseInt( trStyle.borderTopWidth, 10 ) +
+					parseInt( trStyle.borderBottomWidth, 10 ) ) === tr.offsetHeight;
 
 				documentElement.removeChild( table );
 			}
@@ -7022,10 +7027,10 @@ jQuery.each( [ "height", "width" ], function( _i, dimension ) {
 					// Running getBoundingClientRect on a disconnected node
 					// in IE throws an error.
 					( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ?
-						swap( elem, cssShow, function() {
-							return getWidthOrHeight( elem, dimension, extra );
-						} ) :
-						getWidthOrHeight( elem, dimension, extra );
+					swap( elem, cssShow, function() {
+						return getWidthOrHeight( elem, dimension, extra );
+					} ) :
+					getWidthOrHeight( elem, dimension, extra );
 			}
 		},
 
@@ -7084,7 +7089,7 @@ jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft,
 					swap( elem, { marginLeft: 0 }, function() {
 						return elem.getBoundingClientRect().left;
 					} )
-				) + "px";
+			) + "px";
 		}
 	}
 );
@@ -7223,7 +7228,7 @@ Tween.propHooks = {
 			if ( jQuery.fx.step[ tween.prop ] ) {
 				jQuery.fx.step[ tween.prop ]( tween );
 			} else if ( tween.elem.nodeType === 1 && (
-					jQuery.cssHooks[ tween.prop ] ||
+				jQuery.cssHooks[ tween.prop ] ||
 					tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) {
 				jQuery.style( tween.elem, tween.prop, tween.now + tween.unit );
 			} else {
@@ -7468,7 +7473,7 @@ function defaultPrefilter( elem, props, opts ) {
 
 			anim.done( function() {
 
-			/* eslint-enable no-loop-func */
+				/* eslint-enable no-loop-func */
 
 				// The final step of a "hide" animation is actually hiding the element
 				if ( !hidden ) {
@@ -7588,7 +7593,7 @@ function Animation( elem, properties, options ) {
 			tweens: [],
 			createTween: function( prop, end ) {
 				var tween = jQuery.Tween( elem, animation.opts, prop, end,
-						animation.opts.specialEasing[ prop ] || animation.opts.easing );
+					animation.opts.specialEasing[ prop ] || animation.opts.easing );
 				animation.tweens.push( tween );
 				return tween;
 			},
@@ -7761,7 +7766,8 @@ jQuery.fn.extend( {
 					anim.stop( true );
 				}
 			};
-			doAnimation.finish = doAnimation;
+
+		doAnimation.finish = doAnimation;
 
 		return empty || optall.queue === false ?
 			this.each( doAnimation ) :
@@ -8401,8 +8407,8 @@ jQuery.fn.extend( {
 				if ( this.setAttribute ) {
 					this.setAttribute( "class",
 						className || value === false ?
-						"" :
-						dataPriv.get( this, "__className__" ) || ""
+							"" :
+							dataPriv.get( this, "__className__" ) || ""
 					);
 				}
 			}
@@ -8417,7 +8423,7 @@ jQuery.fn.extend( {
 		while ( ( elem = this[ i++ ] ) ) {
 			if ( elem.nodeType === 1 &&
 				( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) {
-					return true;
+				return true;
 			}
 		}
 
@@ -8707,9 +8713,7 @@ jQuery.extend( jQuery.event, {
 				special.bindType || type;
 
 			// jQuery handler
-			handle = (
-					dataPriv.get( cur, "events" ) || Object.create( null )
-				)[ event.type ] &&
+			handle = ( dataPriv.get( cur, "events" ) || Object.create( null ) )[ event.type ] &&
 				dataPriv.get( cur, "handle" );
 			if ( handle ) {
 				handle.apply( cur, data );
@@ -8856,7 +8860,7 @@ var rquery = ( /\?/ );
 
 // Cross-browser xml parsing
 jQuery.parseXML = function( data ) {
-	var xml;
+	var xml, parserErrorElem;
 	if ( !data || typeof data !== "string" ) {
 		return null;
 	}
@@ -8865,12 +8869,17 @@ jQuery.parseXML = function( data ) {
 	// IE throws on parseFromString with invalid input.
 	try {
 		xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" );
-	} catch ( e ) {
-		xml = undefined;
-	}
+	} catch ( e ) {}
 
-	if ( !xml || xml.getElementsByTagName( "parsererror" ).length ) {
-		jQuery.error( "Invalid XML: " + data );
+	parserErrorElem = xml && xml.getElementsByTagName( "parsererror" )[ 0 ];
+	if ( !xml || parserErrorElem ) {
+		jQuery.error( "Invalid XML: " + (
+			parserErrorElem ?
+				jQuery.map( parserErrorElem.childNodes, function( el ) {
+					return el.textContent;
+				} ).join( "\n" ) :
+				data
+		) );
 	}
 	return xml;
 };
@@ -8971,16 +8980,14 @@ jQuery.fn.extend( {
 			// Can add propHook for "elements" to filter or add form elements
 			var elements = jQuery.prop( this, "elements" );
 			return elements ? jQuery.makeArray( elements ) : this;
-		} )
-		.filter( function() {
+		} ).filter( function() {
 			var type = this.type;
 
 			// Use .is( ":disabled" ) so that fieldset[disabled] works
 			return this.name && !jQuery( this ).is( ":disabled" ) &&
 				rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) &&
 				( this.checked || !rcheckableType.test( type ) );
-		} )
-		.map( function( _i, elem ) {
+		} ).map( function( _i, elem ) {
 			var val = jQuery( this ).val();
 
 			if ( val == null ) {
@@ -9033,7 +9040,8 @@ var
 
 	// Anchor tag for parsing the document origin
 	originAnchor = document.createElement( "a" );
-	originAnchor.href = location.href;
+
+originAnchor.href = location.href;
 
 // Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport
 function addToPrefiltersOrTransports( structure ) {
@@ -9414,8 +9422,8 @@ jQuery.extend( {
 			// Context for global events is callbackContext if it is a DOM node or jQuery collection
 			globalEventContext = s.context &&
 				( callbackContext.nodeType || callbackContext.jquery ) ?
-					jQuery( callbackContext ) :
-					jQuery.event,
+				jQuery( callbackContext ) :
+				jQuery.event,
 
 			// Deferreds
 			deferred = jQuery.Deferred(),
@@ -9727,8 +9735,10 @@ jQuery.extend( {
 				response = ajaxHandleResponses( s, jqXHR, responses );
 			}
 
-			// Use a noop converter for missing script
-			if ( !isSuccess && jQuery.inArray( "script", s.dataTypes ) > -1 ) {
+			// Use a noop converter for missing script but not if jsonp
+			if ( !isSuccess &&
+				jQuery.inArray( "script", s.dataTypes ) > -1 &&
+				jQuery.inArray( "json", s.dataTypes ) < 0 ) {
 				s.converters[ "text script" ] = function() {};
 			}
 
@@ -10466,12 +10476,6 @@ jQuery.offset = {
 			options.using.call( elem, props );
 
 		} else {
-			if ( typeof props.top === "number" ) {
-				props.top += "px";
-			}
-			if ( typeof props.left === "number" ) {
-				props.left += "px";
-			}
 			curElem.css( props );
 		}
 	}
@@ -10640,8 +10644,11 @@ jQuery.each( [ "top", "left" ], function( _i, prop ) {
 
 // Create innerHeight, innerWidth, height, width, outerHeight and outerWidth methods
 jQuery.each( { Height: "height", Width: "width" }, function( name, type ) {
-	jQuery.each( { padding: "inner" + name, content: type, "": "outer" + name },
-		function( defaultExtra, funcName ) {
+	jQuery.each( {
+		padding: "inner" + name,
+		content: type,
+		"": "outer" + name
+	}, function( defaultExtra, funcName ) {
 
 		// Margin is only for outerHeight, outerWidth
 		jQuery.fn[ funcName ] = function( margin, value ) {
@@ -10726,7 +10733,8 @@ jQuery.fn.extend( {
 	}
 } );
 
-jQuery.each( ( "blur focus focusin focusout resize scroll click dblclick " +
+jQuery.each(
+	( "blur focus focusin focusout resize scroll click dblclick " +
 	"mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave " +
 	"change select submit keydown keypress keyup contextmenu" ).split( " " ),
 	function( _i, name ) {
@@ -10737,7 +10745,8 @@ jQuery.each( ( "blur focus focusin focusout resize scroll click dblclick " +
 				this.on( name, null, data, fn ) :
 				this.trigger( name );
 		};
-	} );
+	}
+);
 
 
 
diff --git a/_static/jquery.js b/_static/jquery.js
index b061403..c4c6022 100644
--- a/_static/jquery.js
+++ b/_static/jquery.js
@@ -1,2 +1,2 @@
-/*! jQuery v3.5.1 | (c) JS Foundation and other contributors | jquery.org/license */
-!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undefined"!=typeof window?window:this,function(C,e){"use strict";var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return"function"==typeof e&&"number"!=typeof e.nodeType},x=function(e){return null!=e&&e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement("script");if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&&t.getAttribute(r))&&o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+"":"object"==typeof e||"function"==typeof e?n[o.call(e)]||"object":typeof e}var 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diff --git a/_static/language_data.js b/_static/language_data.js
index ebe2f03..2e22b06 100644
--- a/_static/language_data.js
+++ b/_static/language_data.js
@@ -10,7 +10,7 @@
  *
  */
 
-var stopwords = ["a","and","are","as","at","be","but","by","for","if","in","into","is","it","near","no","not","of","on","or","such","that","the","their","then","there","these","they","this","to","was","will","with"];
+var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
 
 
 /* Non-minified version is copied as a separate JS file, is available */
@@ -197,101 +197,3 @@ var Stemmer = function() {
   }
 }
 
-
-
-
-var splitChars = (function() {
-    var result = {};
-    var singles = [96, 180, 187, 191, 215, 247, 749, 885, 903, 907, 909, 930, 1014, 1648,
-         1748, 1809, 2416, 2473, 2481, 2526, 2601, 2609, 2612, 2615, 2653, 2702,
-         2706, 2729, 2737, 2740, 2857, 2865, 2868, 2910, 2928, 2948, 2961, 2971,
-         2973, 3085, 3089, 3113, 3124, 3213, 3217, 3241, 3252, 3295, 3341, 3345,
-         3369, 3506, 3516, 3633, 3715, 3721, 3736, 3744, 3748, 3750, 3756, 3761,
-         3781, 3912, 4239, 4347, 4681, 4695, 4697, 4745, 4785, 4799, 4801, 4823,
-         4881, 5760, 5901, 5997, 6313, 7405, 8024, 8026, 8028, 8030, 8117, 8125,
-         8133, 8181, 8468, 8485, 8487, 8489, 8494, 8527, 11311, 11359, 11687, 11695,
-         11703, 11711, 11719, 11727, 11735, 12448, 12539, 43010, 43014, 43019, 43587,
-         43696, 43713, 64286, 64297, 64311, 64317, 64319, 64322, 64325, 65141];
-    var i, j, start, end;
-    for (i = 0; i < singles.length; i++) {
-        result[singles[i]] = true;
-    }
-    var ranges = [[0, 47], [58, 64], [91, 94], [123, 169], [171, 177], [182, 184], [706, 709],
-         [722, 735], [741, 747], [751, 879], [888, 889], [894, 901], [1154, 1161],
-         [1318, 1328], [1367, 1368], [1370, 1376], [1416, 1487], [1515, 1519], [1523, 1568],
-         [1611, 1631], [1642, 1645], [1750, 1764], [1767, 1773], [1789, 1790], [1792, 1807],
-         [1840, 1868], [1958, 1968], [1970, 1983], [2027, 2035], [2038, 2041], [2043, 2047],
-         [2070, 2073], [2075, 2083], [2085, 2087], [2089, 2307], [2362, 2364], [2366, 2383],
-         [2385, 2391], [2402, 2405], [2419, 2424], [2432, 2436], [2445, 2446], [2449, 2450],
-         [2483, 2485], [2490, 2492], [2494, 2509], [2511, 2523], [2530, 2533], [2546, 2547],
-         [2554, 2564], [2571, 2574], [2577, 2578], [2618, 2648], [2655, 2661], [2672, 2673],
-         [2677, 2692], [2746, 2748], [2750, 2767], [2769, 2783], [2786, 2789], [2800, 2820],
-         [2829, 2830], [2833, 2834], [2874, 2876], [2878, 2907], [2914, 2917], [2930, 2946],
-         [2955, 2957], [2966, 2968], [2976, 2978], [2981, 2983], [2987, 2989], [3002, 3023],
-         [3025, 3045], [3059, 3076], [3130, 3132], [3134, 3159], [3162, 3167], [3170, 3173],
-         [3184, 3191], [3199, 3204], [3258, 3260], [3262, 3293], [3298, 3301], [3312, 3332],
-         [3386, 3388], [3390, 3423], [3426, 3429], [3446, 3449], [3456, 3460], [3479, 3481],
-         [3518, 3519], [3527, 3584], [3636, 3647], [3655, 3663], [3674, 3712], [3717, 3718],
-         [3723, 3724], [3726, 3731], [3752, 3753], [3764, 3772], [3774, 3775], [3783, 3791],
-         [3802, 3803], [3806, 3839], [3841, 3871], [3892, 3903], [3949, 3975], [3980, 4095],
-         [4139, 4158], [4170, 4175], [4182, 4185], [4190, 4192], [4194, 4196], [4199, 4205],
-         [4209, 4212], [4226, 4237], [4250, 4255], [4294, 4303], [4349, 4351], [4686, 4687],
-         [4702, 4703], [4750, 4751], [4790, 4791], [4806, 4807], [4886, 4887], [4955, 4968],
-         [4989, 4991], [5008, 5023], [5109, 5120], [5741, 5742], [5787, 5791], [5867, 5869],
-         [5873, 5887], [5906, 5919], [5938, 5951], [5970, 5983], [6001, 6015], [6068, 6102],
-         [6104, 6107], [6109, 6111], [6122, 6127], [6138, 6159], [6170, 6175], [6264, 6271],
-         [6315, 6319], [6390, 6399], [6429, 6469], [6510, 6511], [6517, 6527], [6572, 6592],
-         [6600, 6607], [6619, 6655], [6679, 6687], [6741, 6783], [6794, 6799], [6810, 6822],
-         [6824, 6916], [6964, 6980], [6988, 6991], [7002, 7042], [7073, 7085], [7098, 7167],
-         [7204, 7231], [7242, 7244], [7294, 7400], [7410, 7423], [7616, 7679], [7958, 7959],
-         [7966, 7967], [8006, 8007], [8014, 8015], [8062, 8063], [8127, 8129], [8141, 8143],
-         [8148, 8149], [8156, 8159], [8173, 8177], [8189, 8303], [8306, 8307], [8314, 8318],
-         [8330, 8335], [8341, 8449], [8451, 8454], [8456, 8457], [8470, 8472], [8478, 8483],
-         [8506, 8507], [8512, 8516], [8522, 8525], [8586, 9311], [9372, 9449], [9472, 10101],
-         [10132, 11263], [11493, 11498], [11503, 11516], [11518, 11519], [11558, 11567],
-         [11622, 11630], [11632, 11647], [11671, 11679], [11743, 11822], [11824, 12292],
-         [12296, 12320], [12330, 12336], [12342, 12343], [12349, 12352], [12439, 12444],
-         [12544, 12548], [12590, 12592], [12687, 12689], [12694, 12703], [12728, 12783],
-         [12800, 12831], [12842, 12880], [12896, 12927], [12938, 12976], [12992, 13311],
-         [19894, 19967], [40908, 40959], [42125, 42191], [42238, 42239], [42509, 42511],
-         [42540, 42559], [42592, 42593], [42607, 42622], [42648, 42655], [42736, 42774],
-         [42784, 42785], [42889, 42890], [42893, 43002], [43043, 43055], [43062, 43071],
-         [43124, 43137], [43188, 43215], [43226, 43249], [43256, 43258], [43260, 43263],
-         [43302, 43311], [43335, 43359], [43389, 43395], [43443, 43470], [43482, 43519],
-         [43561, 43583], [43596, 43599], [43610, 43615], [43639, 43641], [43643, 43647],
-         [43698, 43700], [43703, 43704], [43710, 43711], [43715, 43738], [43742, 43967],
-         [44003, 44015], [44026, 44031], [55204, 55215], [55239, 55242], [55292, 55295],
-         [57344, 63743], [64046, 64047], [64110, 64111], [64218, 64255], [64263, 64274],
-         [64280, 64284], [64434, 64466], [64830, 64847], [64912, 64913], [64968, 65007],
-         [65020, 65135], [65277, 65295], [65306, 65312], [65339, 65344], [65371, 65381],
-         [65471, 65473], [65480, 65481], [65488, 65489], [65496, 65497]];
-    for (i = 0; i < ranges.length; i++) {
-        start = ranges[i][0];
-        end = ranges[i][1];
-        for (j = start; j <= end; j++) {
-            result[j] = true;
-        }
-    }
-    return result;
-})();
-
-function splitQuery(query) {
-    var result = [];
-    var start = -1;
-    for (var i = 0; i < query.length; i++) {
-        if (splitChars[query.charCodeAt(i)]) {
-            if (start !== -1) {
-                result.push(query.slice(start, i));
-                start = -1;
-            }
-        } else if (start === -1) {
-            start = i;
-        }
-    }
-    if (start !== -1) {
-        result.push(query.slice(start));
-    }
-    return result;
-}
-
-
diff --git a/_static/searchtools.js b/_static/searchtools.js
index 0a44e85..e89e34d 100644
--- a/_static/searchtools.js
+++ b/_static/searchtools.js
@@ -8,18 +8,20 @@
  * :license: BSD, see LICENSE for details.
  *
  */
+"use strict";
 
-if (!Scorer) {
-  /**
-   * Simple result scoring code.
-   */
+/**
+ * Simple result scoring code.
+ */
+if (typeof Scorer === "undefined") {
   var Scorer = {
     // Implement the following function to further tweak the score for each result
-    // The function takes a result array [filename, title, anchor, descr, score]
+    // The function takes a result array [docname, title, anchor, descr, score, filename]
     // and returns the new score.
     /*
-    score: function(result) {
-      return result[4];
+    score: result => {
+      const [docname, title, anchor, descr, score, filename] = result
+      return score
     },
     */
 
@@ -28,9 +30,11 @@ if (!Scorer) {
     // or matches in the last dotted part of the object name
     objPartialMatch: 6,
     // Additive scores depending on the priority of the object
-    objPrio: {0:  15,   // used to be importantResults
-              1:  5,   // used to be objectResults
-              2: -5},  // used to be unimportantResults
+    objPrio: {
+      0: 15, // used to be importantResults
+      1: 5, // used to be objectResults
+      2: -5, // used to be unimportantResults
+    },
     //  Used when the priority is not in the mapping.
     objPrioDefault: 0,
 
@@ -39,452 +43,495 @@ if (!Scorer) {
     partialTitle: 7,
     // query found in terms
     term: 5,
-    partialTerm: 2
+    partialTerm: 2,
   };
 }
 
-if (!splitQuery) {
-  function splitQuery(query) {
-    return query.split(/\s+/);
+const _removeChildren = (element) => {
+  while (element && element.lastChild) element.removeChild(element.lastChild);
+};
+
+/**
+ * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping
+ */
+const _escapeRegExp = (string) =>
+  string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string
+
+const _displayItem = (item, searchTerms) => {
+  const docBuilder = DOCUMENTATION_OPTIONS.BUILDER;
+  const docUrlRoot = DOCUMENTATION_OPTIONS.URL_ROOT;
+  const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX;
+  const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX;
+  const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY;
+
+  const [docName, title, anchor, descr, score, _filename] = item;
+
+  let listItem = document.createElement("li");
+  let requestUrl;
+  let linkUrl;
+  if (docBuilder === "dirhtml") {
+    // dirhtml builder
+    let dirname = docName + "/";
+    if (dirname.match(/\/index\/$/))
+      dirname = dirname.substring(0, dirname.length - 6);
+    else if (dirname === "index/") dirname = "";
+    requestUrl = docUrlRoot + dirname;
+    linkUrl = requestUrl;
+  } else {
+    // normal html builders
+    requestUrl = docUrlRoot + docName + docFileSuffix;
+    linkUrl = docName + docLinkSuffix;
   }
+  let linkEl = listItem.appendChild(document.createElement("a"));
+  linkEl.href = linkUrl + anchor;
+  linkEl.dataset.score = score;
+  linkEl.innerHTML = title;
+  if (descr)
+    listItem.appendChild(document.createElement("span")).innerHTML =
+      " (" + descr + ")";
+  else if (showSearchSummary)
+    fetch(requestUrl)
+      .then((responseData) => responseData.text())
+      .then((data) => {
+        if (data)
+          listItem.appendChild(
+            Search.makeSearchSummary(data, searchTerms)
+          );
+      });
+  Search.output.appendChild(listItem);
+};
+const _finishSearch = (resultCount) => {
+  Search.stopPulse();
+  Search.title.innerText = _("Search Results");
+  if (!resultCount)
+    Search.status.innerText = Documentation.gettext(
+      "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories."
+    );
+  else
+    Search.status.innerText = _(
+      `Search finished, found ${resultCount} page(s) matching the search query.`
+    );
+};
+const _displayNextItem = (
+  results,
+  resultCount,
+  searchTerms
+) => {
+  // results left, load the summary and display it
+  // this is intended to be dynamic (don't sub resultsCount)
+  if (results.length) {
+    _displayItem(results.pop(), searchTerms);
+    setTimeout(
+      () => _displayNextItem(results, resultCount, searchTerms),
+      5
+    );
+  }
+  // search finished, update title and status message
+  else _finishSearch(resultCount);
+};
+
+/**
+ * Default splitQuery function. Can be overridden in ``sphinx.search`` with a
+ * custom function per language.
+ *
+ * The regular expression works by splitting the string on consecutive characters
+ * that are not Unicode letters, numbers, underscores, or emoji characters.
+ * This is the same as ``\W+`` in Python, preserving the surrogate pair area.
+ */
+if (typeof splitQuery === "undefined") {
+  var splitQuery = (query) => query
+      .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu)
+      .filter(term => term)  // remove remaining empty strings
 }
 
 /**
  * Search Module
  */
-var Search = {
-
-  _index : null,
-  _queued_query : null,
-  _pulse_status : -1,
-
-  htmlToText : function(htmlString) {
-      var virtualDocument = document.implementation.createHTMLDocument('virtual');
-      var htmlElement = $(htmlString, virtualDocument);
-      htmlElement.find('.headerlink').remove();
-      docContent = htmlElement.find('[role=main]')[0];
-      if(docContent === undefined) {
-          console.warn("Content block not found. Sphinx search tries to obtain it " +
-                       "via '[role=main]'. Could you check your theme or template.");
-          return "";
-      }
-      return docContent.textContent || docContent.innerText;
+const Search = {
+  _index: null,
+  _queued_query: null,
+  _pulse_status: -1,
+
+  htmlToText: (htmlString) => {
+    const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
+    htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() });
+    const docContent = htmlElement.querySelector('[role="main"]');
+    if (docContent !== undefined) return docContent.textContent;
+    console.warn(
+      "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template."
+    );
+    return "";
   },
 
-  init : function() {
-      var params = $.getQueryParameters();
-      if (params.q) {
-          var query = params.q[0];
-          $('input[name="q"]')[0].value = query;
-          this.performSearch(query);
-      }
+  init: () => {
+    const query = new URLSearchParams(window.location.search).get("q");
+    document
+      .querySelectorAll('input[name="q"]')
+      .forEach((el) => (el.value = query));
+    if (query) Search.performSearch(query);
   },
 
-  loadIndex : function(url) {
-    $.ajax({type: "GET", url: url, data: null,
-            dataType: "script", cache: true,
-            complete: function(jqxhr, textstatus) {
-              if (textstatus != "success") {
-                document.getElementById("searchindexloader").src = url;
-              }
-            }});
-  },
+  loadIndex: (url) =>
+    (document.body.appendChild(document.createElement("script")).src = url),
 
-  setIndex : function(index) {
-    var q;
-    this._index = index;
-    if ((q = this._queued_query) !== null) {
-      this._queued_query = null;
-      Search.query(q);
+  setIndex: (index) => {
+    Search._index = index;
+    if (Search._queued_query !== null) {
+      const query = Search._queued_query;
+      Search._queued_query = null;
+      Search.query(query);
     }
   },
 
-  hasIndex : function() {
-      return this._index !== null;
-  },
+  hasIndex: () => Search._index !== null,
 
-  deferQuery : function(query) {
-      this._queued_query = query;
-  },
+  deferQuery: (query) => (Search._queued_query = query),
 
-  stopPulse : function() {
-      this._pulse_status = 0;
-  },
+  stopPulse: () => (Search._pulse_status = -1),
 
-  startPulse : function() {
-    if (this._pulse_status >= 0)
-        return;
-    function pulse() {
-      var i;
+  startPulse: () => {
+    if (Search._pulse_status >= 0) return;
+
+    const pulse = () => {
       Search._pulse_status = (Search._pulse_status + 1) % 4;
-      var dotString = '';
-      for (i = 0; i < Search._pulse_status; i++)
-        dotString += '.';
-      Search.dots.text(dotString);
-      if (Search._pulse_status > -1)
-        window.setTimeout(pulse, 500);
-    }
+      Search.dots.innerText = ".".repeat(Search._pulse_status);
+      if (Search._pulse_status >= 0) window.setTimeout(pulse, 500);
+    };
     pulse();
   },
 
   /**
    * perform a search for something (or wait until index is loaded)
    */
-  performSearch : function(query) {
+  performSearch: (query) => {
     // create the required interface elements
-    this.out = $('#search-results');
-    this.title = $('<h2>' + _('Searching') + '</h2>').appendTo(this.out);
-    this.dots = $('<span></span>').appendTo(this.title);
-    this.status = $('<p class="search-summary">&nbsp;</p>').appendTo(this.out);
-    this.output = $('<ul class="search"/>').appendTo(this.out);
-
-    $('#search-progress').text(_('Preparing search...'));
-    this.startPulse();
+    const searchText = document.createElement("h2");
+    searchText.textContent = _("Searching");
+    const searchSummary = document.createElement("p");
+    searchSummary.classList.add("search-summary");
+    searchSummary.innerText = "";
+    const searchList = document.createElement("ul");
+    searchList.classList.add("search");
+
+    const out = document.getElementById("search-results");
+    Search.title = out.appendChild(searchText);
+    Search.dots = Search.title.appendChild(document.createElement("span"));
+    Search.status = out.appendChild(searchSummary);
+    Search.output = out.appendChild(searchList);
+
+    const searchProgress = document.getElementById("search-progress");
+    // Some themes don't use the search progress node
+    if (searchProgress) {
+      searchProgress.innerText = _("Preparing search...");
+    }
+    Search.startPulse();
 
     // index already loaded, the browser was quick!
-    if (this.hasIndex())
-      this.query(query);
-    else
-      this.deferQuery(query);
+    if (Search.hasIndex()) Search.query(query);
+    else Search.deferQuery(query);
   },
 
   /**
    * execute search (requires search index to be loaded)
    */
-  query : function(query) {
-    var i;
-
-    // stem the searchterms and add them to the correct list
-    var stemmer = new Stemmer();
-    var searchterms = [];
-    var excluded = [];
-    var hlterms = [];
-    var tmp = splitQuery(query);
-    var objectterms = [];
-    for (i = 0; i < tmp.length; i++) {
-      if (tmp[i] !== "") {
-          objectterms.push(tmp[i].toLowerCase());
-      }
+  query: (query) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
+    const allTitles = Search._index.alltitles;
+    const indexEntries = Search._index.indexentries;
+
+    // stem the search terms and add them to the correct list
+    const stemmer = new Stemmer();
+    const searchTerms = new Set();
+    const excludedTerms = new Set();
+    const highlightTerms = new Set();
+    const objectTerms = new Set(splitQuery(query.toLowerCase().trim()));
+    splitQuery(query.trim()).forEach((queryTerm) => {
+      const queryTermLower = queryTerm.toLowerCase();
+
+      // maybe skip this "word"
+      // stopwords array is from language_data.js
+      if (
+        stopwords.indexOf(queryTermLower) !== -1 ||
+        queryTerm.match(/^\d+$/)
+      )
+        return;
 
-      if ($u.indexOf(stopwords, tmp[i].toLowerCase()) != -1 || tmp[i] === "") {
-        // skip this "word"
-        continue;
-      }
       // stem the word
-      var word = stemmer.stemWord(tmp[i].toLowerCase());
-      var toAppend;
+      let word = stemmer.stemWord(queryTermLower);
       // select the correct list
-      if (word[0] == '-') {
-        toAppend = excluded;
-        word = word.substr(1);
-      }
+      if (word[0] === "-") excludedTerms.add(word.substr(1));
       else {
-        toAppend = searchterms;
-        hlterms.push(tmp[i].toLowerCase());
+        searchTerms.add(word);
+        highlightTerms.add(queryTermLower);
       }
-      // only add if not already in the list
-      if (!$u.contains(toAppend, word))
-        toAppend.push(word);
-    }
-    var highlightstring = '?highlight=' + $.urlencode(hlterms.join(" "));
+    });
 
-    // console.debug('SEARCH: searching for:');
-    // console.info('required: ', searchterms);
-    // console.info('excluded: ', excluded);
+    if (SPHINX_HIGHLIGHT_ENABLED) {  // set in sphinx_highlight.js
+      localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" "))
+    }
 
-    // prepare search
-    var terms = this._index.terms;
-    var titleterms = this._index.titleterms;
+    // console.debug("SEARCH: searching for:");
+    // console.info("required: ", [...searchTerms]);
+    // console.info("excluded: ", [...excludedTerms]);
+
+    // array of [docname, title, anchor, descr, score, filename]
+    let results = [];
+    _removeChildren(document.getElementById("search-progress"));
+
+    const queryLower = query.toLowerCase();
+    for (const [title, foundTitles] of Object.entries(allTitles)) {
+      if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) {
+        for (const [file, id] of foundTitles) {
+          let score = Math.round(100 * queryLower.length / title.length)
+          results.push([
+            docNames[file],
+            titles[file] !== title ? `${titles[file]} > ${title}` : title,
+            id !== null ? "#" + id : "",
+            null,
+            score,
+            filenames[file],
+          ]);
+        }
+      }
+    }
 
-    // array of [filename, title, anchor, descr, score]
-    var results = [];
-    $('#search-progress').empty();
+    // search for explicit entries in index directives
+    for (const [entry, foundEntries] of Object.entries(indexEntries)) {
+      if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) {
+        for (const [file, id] of foundEntries) {
+          let score = Math.round(100 * queryLower.length / entry.length)
+          results.push([
+            docNames[file],
+            titles[file],
+            id ? "#" + id : "",
+            null,
+            score,
+            filenames[file],
+          ]);
+        }
+      }
+    }
 
     // lookup as object
-    for (i = 0; i < objectterms.length; i++) {
-      var others = [].concat(objectterms.slice(0, i),
-                             objectterms.slice(i+1, objectterms.length));
-      results = results.concat(this.performObjectSearch(objectterms[i], others));
-    }
+    objectTerms.forEach((term) =>
+      results.push(...Search.performObjectSearch(term, objectTerms))
+    );
 
     // lookup as search terms in fulltext
-    results = results.concat(this.performTermsSearch(searchterms, excluded, terms, titleterms));
+    results.push(...Search.performTermsSearch(searchTerms, excludedTerms));
 
     // let the scorer override scores with a custom scoring function
-    if (Scorer.score) {
-      for (i = 0; i < results.length; i++)
-        results[i][4] = Scorer.score(results[i]);
-    }
+    if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item)));
 
     // now sort the results by score (in opposite order of appearance, since the
     // display function below uses pop() to retrieve items) and then
     // alphabetically
-    results.sort(function(a, b) {
-      var left = a[4];
-      var right = b[4];
-      if (left > right) {
-        return 1;
-      } else if (left < right) {
-        return -1;
-      } else {
+    results.sort((a, b) => {
+      const leftScore = a[4];
+      const rightScore = b[4];
+      if (leftScore === rightScore) {
         // same score: sort alphabetically
-        left = a[1].toLowerCase();
-        right = b[1].toLowerCase();
-        return (left > right) ? -1 : ((left < right) ? 1 : 0);
+        const leftTitle = a[1].toLowerCase();
+        const rightTitle = b[1].toLowerCase();
+        if (leftTitle === rightTitle) return 0;
+        return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
       }
+      return leftScore > rightScore ? 1 : -1;
     });
 
+    // remove duplicate search results
+    // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept
+    let seen = new Set();
+    results = results.reverse().reduce((acc, result) => {
+      let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(',');
+      if (!seen.has(resultStr)) {
+        acc.push(result);
+        seen.add(resultStr);
+      }
+      return acc;
+    }, []);
+
+    results = results.reverse();
+
     // for debugging
     //Search.lastresults = results.slice();  // a copy
-    //console.info('search results:', Search.lastresults);
+    // console.info("search results:", Search.lastresults);
 
     // print the results
-    var resultCount = results.length;
-    function displayNextItem() {
-      // results left, load the summary and display it
-      if (results.length) {
-        var item = results.pop();
-        var listItem = $('<li></li>');
-        var requestUrl = "";
-        var linkUrl = "";
-        if (DOCUMENTATION_OPTIONS.BUILDER === 'dirhtml') {
-          // dirhtml builder
-          var dirname = item[0] + '/';
-          if (dirname.match(/\/index\/$/)) {
-            dirname = dirname.substring(0, dirname.length-6);
-          } else if (dirname == 'index/') {
-            dirname = '';
-          }
-          requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + dirname;
-          linkUrl = requestUrl;
-
-        } else {
-          // normal html builders
-          requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + item[0] + DOCUMENTATION_OPTIONS.FILE_SUFFIX;
-          linkUrl = item[0] + DOCUMENTATION_OPTIONS.LINK_SUFFIX;
-        }
-        listItem.append($('<a/>').attr('href',
-            linkUrl +
-            highlightstring + item[2]).html(item[1]));
-        if (item[3]) {
-          listItem.append($('<span> (' + item[3] + ')</span>'));
-          Search.output.append(listItem);
-          setTimeout(function() {
-            displayNextItem();
-          }, 5);
-        } else if (DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY) {
-          $.ajax({url: requestUrl,
-                  dataType: "text",
-                  complete: function(jqxhr, textstatus) {
-                    var data = jqxhr.responseText;
-                    if (data !== '' && data !== undefined) {
-                      var summary = Search.makeSearchSummary(data, searchterms, hlterms);
-                      if (summary) {
-                        listItem.append(summary);
-                      }
-                    }
-                    Search.output.append(listItem);
-                    setTimeout(function() {
-                      displayNextItem();
-                    }, 5);
-                  }});
-        } else {
-          // just display title
-          Search.output.append(listItem);
-          setTimeout(function() {
-            displayNextItem();
-          }, 5);
-        }
-      }
-      // search finished, update title and status message
-      else {
-        Search.stopPulse();
-        Search.title.text(_('Search Results'));
-        if (!resultCount)
-          Search.status.text(_('Your search did not match any documents. Please make sure that all words are spelled correctly and that you\'ve selected enough categories.'));
-        else
-            Search.status.text(_('Search finished, found %s page(s) matching the search query.').replace('%s', resultCount));
-        Search.status.fadeIn(500);
-      }
-    }
-    displayNextItem();
+    _displayNextItem(results, results.length, searchTerms);
   },
 
   /**
    * search for object names
    */
-  performObjectSearch : function(object, otherterms) {
-    var filenames = this._index.filenames;
-    var docnames = this._index.docnames;
-    var objects = this._index.objects;
-    var objnames = this._index.objnames;
-    var titles = this._index.titles;
-
-    var i;
-    var results = [];
-
-    for (var prefix in objects) {
-      for (var iMatch = 0; iMatch != objects[prefix].length; ++iMatch) {
-        var match = objects[prefix][iMatch];
-        var name = match[4];
-        var fullname = (prefix ? prefix + '.' : '') + name;
-        var fullnameLower = fullname.toLowerCase()
-        if (fullnameLower.indexOf(object) > -1) {
-          var score = 0;
-          var parts = fullnameLower.split('.');
-          // check for different match types: exact matches of full name or
-          // "last name" (i.e. last dotted part)
-          if (fullnameLower == object || parts[parts.length - 1] == object) {
-            score += Scorer.objNameMatch;
-          // matches in last name
-          } else if (parts[parts.length - 1].indexOf(object) > -1) {
-            score += Scorer.objPartialMatch;
-          }
-          var objname = objnames[match[1]][2];
-          var title = titles[match[0]];
-          // If more than one term searched for, we require other words to be
-          // found in the name/title/description
-          if (otherterms.length > 0) {
-            var haystack = (prefix + ' ' + name + ' ' +
-                            objname + ' ' + title).toLowerCase();
-            var allfound = true;
-            for (i = 0; i < otherterms.length; i++) {
-              if (haystack.indexOf(otherterms[i]) == -1) {
-                allfound = false;
-                break;
-              }
-            }
-            if (!allfound) {
-              continue;
-            }
-          }
-          var descr = objname + _(', in ') + title;
-
-          var anchor = match[3];
-          if (anchor === '')
-            anchor = fullname;
-          else if (anchor == '-')
-            anchor = objnames[match[1]][1] + '-' + fullname;
-          // add custom score for some objects according to scorer
-          if (Scorer.objPrio.hasOwnProperty(match[2])) {
-            score += Scorer.objPrio[match[2]];
-          } else {
-            score += Scorer.objPrioDefault;
-          }
-          results.push([docnames[match[0]], fullname, '#'+anchor, descr, score, filenames[match[0]]]);
-        }
+  performObjectSearch: (object, objectTerms) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const objects = Search._index.objects;
+    const objNames = Search._index.objnames;
+    const titles = Search._index.titles;
+
+    const results = [];
+
+    const objectSearchCallback = (prefix, match) => {
+      const name = match[4]
+      const fullname = (prefix ? prefix + "." : "") + name;
+      const fullnameLower = fullname.toLowerCase();
+      if (fullnameLower.indexOf(object) < 0) return;
+
+      let score = 0;
+      const parts = fullnameLower.split(".");
+
+      // check for different match types: exact matches of full name or
+      // "last name" (i.e. last dotted part)
+      if (fullnameLower === object || parts.slice(-1)[0] === object)
+        score += Scorer.objNameMatch;
+      else if (parts.slice(-1)[0].indexOf(object) > -1)
+        score += Scorer.objPartialMatch; // matches in last name
+
+      const objName = objNames[match[1]][2];
+      const title = titles[match[0]];
+
+      // If more than one term searched for, we require other words to be
+      // found in the name/title/description
+      const otherTerms = new Set(objectTerms);
+      otherTerms.delete(object);
+      if (otherTerms.size > 0) {
+        const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase();
+        if (
+          [...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0)
+        )
+          return;
       }
-    }
 
+      let anchor = match[3];
+      if (anchor === "") anchor = fullname;
+      else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname;
+
+      const descr = objName + _(", in ") + title;
+
+      // add custom score for some objects according to scorer
+      if (Scorer.objPrio.hasOwnProperty(match[2]))
+        score += Scorer.objPrio[match[2]];
+      else score += Scorer.objPrioDefault;
+
+      results.push([
+        docNames[match[0]],
+        fullname,
+        "#" + anchor,
+        descr,
+        score,
+        filenames[match[0]],
+      ]);
+    };
+    Object.keys(objects).forEach((prefix) =>
+      objects[prefix].forEach((array) =>
+        objectSearchCallback(prefix, array)
+      )
+    );
     return results;
   },
 
-  /**
-   * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions
-   */
-  escapeRegExp : function(string) {
-    return string.replace(/[.*+\-?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
-  },
-
   /**
    * search for full-text terms in the index
    */
-  performTermsSearch : function(searchterms, excluded, terms, titleterms) {
-    var docnames = this._index.docnames;
-    var filenames = this._index.filenames;
-    var titles = this._index.titles;
+  performTermsSearch: (searchTerms, excludedTerms) => {
+    // prepare search
+    const terms = Search._index.terms;
+    const titleTerms = Search._index.titleterms;
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
 
-    var i, j, file;
-    var fileMap = {};
-    var scoreMap = {};
-    var results = [];
+    const scoreMap = new Map();
+    const fileMap = new Map();
 
     // perform the search on the required terms
-    for (i = 0; i < searchterms.length; i++) {
-      var word = searchterms[i];
-      var files = [];
-      var _o = [
-        {files: terms[word], score: Scorer.term},
-        {files: titleterms[word], score: Scorer.title}
+    searchTerms.forEach((word) => {
+      const files = [];
+      const arr = [
+        { files: terms[word], score: Scorer.term },
+        { files: titleTerms[word], score: Scorer.title },
       ];
       // add support for partial matches
       if (word.length > 2) {
-        var word_regex = this.escapeRegExp(word);
-        for (var w in terms) {
-          if (w.match(word_regex) && !terms[word]) {
-            _o.push({files: terms[w], score: Scorer.partialTerm})
-          }
-        }
-        for (var w in titleterms) {
-          if (w.match(word_regex) && !titleterms[word]) {
-              _o.push({files: titleterms[w], score: Scorer.partialTitle})
-          }
-        }
+        const escapedWord = _escapeRegExp(word);
+        Object.keys(terms).forEach((term) => {
+          if (term.match(escapedWord) && !terms[word])
+            arr.push({ files: terms[term], score: Scorer.partialTerm });
+        });
+        Object.keys(titleTerms).forEach((term) => {
+          if (term.match(escapedWord) && !titleTerms[word])
+            arr.push({ files: titleTerms[word], score: Scorer.partialTitle });
+        });
       }
 
       // no match but word was a required one
-      if ($u.every(_o, function(o){return o.files === undefined;})) {
-        break;
-      }
+      if (arr.every((record) => record.files === undefined)) return;
+
       // found search word in contents
-      $u.each(_o, function(o) {
-        var _files = o.files;
-        if (_files === undefined)
-          return
-
-        if (_files.length === undefined)
-          _files = [_files];
-        files = files.concat(_files);
-
-        // set score for the word in each file to Scorer.term
-        for (j = 0; j < _files.length; j++) {
-          file = _files[j];
-          if (!(file in scoreMap))
-            scoreMap[file] = {};
-          scoreMap[file][word] = o.score;
-        }
+      arr.forEach((record) => {
+        if (record.files === undefined) return;
+
+        let recordFiles = record.files;
+        if (recordFiles.length === undefined) recordFiles = [recordFiles];
+        files.push(...recordFiles);
+
+        // set score for the word in each file
+        recordFiles.forEach((file) => {
+          if (!scoreMap.has(file)) scoreMap.set(file, {});
+          scoreMap.get(file)[word] = record.score;
+        });
       });
 
       // create the mapping
-      for (j = 0; j < files.length; j++) {
-        file = files[j];
-        if (file in fileMap && fileMap[file].indexOf(word) === -1)
-          fileMap[file].push(word);
-        else
-          fileMap[file] = [word];
-      }
-    }
+      files.forEach((file) => {
+        if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1)
+          fileMap.get(file).push(word);
+        else fileMap.set(file, [word]);
+      });
+    });
 
     // now check if the files don't contain excluded terms
-    for (file in fileMap) {
-      var valid = true;
-
+    const results = [];
+    for (const [file, wordList] of fileMap) {
       // check if all requirements are matched
-      var filteredTermCount = // as search terms with length < 3 are discarded: ignore
-        searchterms.filter(function(term){return term.length > 2}).length
+
+      // as search terms with length < 3 are discarded
+      const filteredTermCount = [...searchTerms].filter(
+        (term) => term.length > 2
+      ).length;
       if (
-        fileMap[file].length != searchterms.length &&
-        fileMap[file].length != filteredTermCount
-      ) continue;
+        wordList.length !== searchTerms.size &&
+        wordList.length !== filteredTermCount
+      )
+        continue;
 
       // ensure that none of the excluded terms is in the search result
-      for (i = 0; i < excluded.length; i++) {
-        if (terms[excluded[i]] == file ||
-            titleterms[excluded[i]] == file ||
-            $u.contains(terms[excluded[i]] || [], file) ||
-            $u.contains(titleterms[excluded[i]] || [], file)) {
-          valid = false;
-          break;
-        }
-      }
+      if (
+        [...excludedTerms].some(
+          (term) =>
+            terms[term] === file ||
+            titleTerms[term] === file ||
+            (terms[term] || []).includes(file) ||
+            (titleTerms[term] || []).includes(file)
+        )
+      )
+        break;
 
-      // if we have still a valid result we can add it to the result list
-      if (valid) {
-        // select one (max) score for the file.
-        // for better ranking, we should calculate ranking by using words statistics like basic tf-idf...
-        var score = $u.max($u.map(fileMap[file], function(w){return scoreMap[file][w]}));
-        results.push([docnames[file], titles[file], '', null, score, filenames[file]]);
-      }
+      // select one (max) score for the file.
+      const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w]));
+      // add result to the result list
+      results.push([
+        docNames[file],
+        titles[file],
+        "",
+        null,
+        score,
+        filenames[file],
+      ]);
     }
     return results;
   },
@@ -492,34 +539,28 @@ var Search = {
   /**
    * helper function to return a node containing the
    * search summary for a given text. keywords is a list
-   * of stemmed words, hlwords is the list of normal, unstemmed
-   * words. the first one is used to find the occurrence, the
-   * latter for highlighting it.
+   * of stemmed words.
    */
-  makeSearchSummary : function(htmlText, keywords, hlwords) {
-    var text = Search.htmlToText(htmlText);
-    if (text == "") {
-      return null;
-    }
-    var textLower = text.toLowerCase();
-    var start = 0;
-    $.each(keywords, function() {
-      var i = textLower.indexOf(this.toLowerCase());
-      if (i > -1)
-        start = i;
-    });
-    start = Math.max(start - 120, 0);
-    var excerpt = ((start > 0) ? '...' : '') +
-      $.trim(text.substr(start, 240)) +
-      ((start + 240 - text.length) ? '...' : '');
-    var rv = $('<p class="context"></p>').text(excerpt);
-    $.each(hlwords, function() {
-      rv = rv.highlightText(this, 'highlighted');
-    });
-    return rv;
-  }
+  makeSearchSummary: (htmlText, keywords) => {
+    const text = Search.htmlToText(htmlText);
+    if (text === "") return null;
+
+    const textLower = text.toLowerCase();
+    const actualStartPosition = [...keywords]
+      .map((k) => textLower.indexOf(k.toLowerCase()))
+      .filter((i) => i > -1)
+      .slice(-1)[0];
+    const startWithContext = Math.max(actualStartPosition - 120, 0);
+
+    const top = startWithContext === 0 ? "" : "...";
+    const tail = startWithContext + 240 < text.length ? "..." : "";
+
+    let summary = document.createElement("p");
+    summary.classList.add("context");
+    summary.textContent = top + text.substr(startWithContext, 240).trim() + tail;
+
+    return summary;
+  },
 };
 
-$(document).ready(function() {
-  Search.init();
-});
+_ready(Search.init);
diff --git a/_static/sphinx_highlight.js b/_static/sphinx_highlight.js
new file mode 100644
index 0000000..aae669d
--- /dev/null
+++ b/_static/sphinx_highlight.js
@@ -0,0 +1,144 @@
+/* Highlighting utilities for Sphinx HTML documentation. */
+"use strict";
+
+const SPHINX_HIGHLIGHT_ENABLED = true
+
+/**
+ * highlight a given string on a node by wrapping it in
+ * span elements with the given class name.
+ */
+const _highlight = (node, addItems, text, className) => {
+  if (node.nodeType === Node.TEXT_NODE) {
+    const val = node.nodeValue;
+    const parent = node.parentNode;
+    const pos = val.toLowerCase().indexOf(text);
+    if (
+      pos >= 0 &&
+      !parent.classList.contains(className) &&
+      !parent.classList.contains("nohighlight")
+    ) {
+      let span;
+
+      const closestNode = parent.closest("body, svg, foreignObject");
+      const isInSVG = closestNode && closestNode.matches("svg");
+      if (isInSVG) {
+        span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
+      } else {
+        span = document.createElement("span");
+        span.classList.add(className);
+      }
+
+      span.appendChild(document.createTextNode(val.substr(pos, text.length)));
+      parent.insertBefore(
+        span,
+        parent.insertBefore(
+          document.createTextNode(val.substr(pos + text.length)),
+          node.nextSibling
+        )
+      );
+      node.nodeValue = val.substr(0, pos);
+
+      if (isInSVG) {
+        const rect = document.createElementNS(
+          "http://www.w3.org/2000/svg",
+          "rect"
+        );
+        const bbox = parent.getBBox();
+        rect.x.baseVal.value = bbox.x;
+        rect.y.baseVal.value = bbox.y;
+        rect.width.baseVal.value = bbox.width;
+        rect.height.baseVal.value = bbox.height;
+        rect.setAttribute("class", className);
+        addItems.push({ parent: parent, target: rect });
+      }
+    }
+  } else if (node.matches && !node.matches("button, select, textarea")) {
+    node.childNodes.forEach((el) => _highlight(el, addItems, text, className));
+  }
+};
+const _highlightText = (thisNode, text, className) => {
+  let addItems = [];
+  _highlight(thisNode, addItems, text, className);
+  addItems.forEach((obj) =>
+    obj.parent.insertAdjacentElement("beforebegin", obj.target)
+  );
+};
+
+/**
+ * Small JavaScript module for the documentation.
+ */
+const SphinxHighlight = {
+
+  /**
+   * highlight the search words provided in localstorage in the text
+   */
+  highlightSearchWords: () => {
+    if (!SPHINX_HIGHLIGHT_ENABLED) return;  // bail if no highlight
+
+    // get and clear terms from localstorage
+    const url = new URL(window.location);
+    const highlight =
+        localStorage.getItem("sphinx_highlight_terms")
+        || url.searchParams.get("highlight")
+        || "";
+    localStorage.removeItem("sphinx_highlight_terms")
+    url.searchParams.delete("highlight");
+    window.history.replaceState({}, "", url);
+
+    // get individual terms from highlight string
+    const terms = highlight.toLowerCase().split(/\s+/).filter(x => x);
+    if (terms.length === 0) return; // nothing to do
+
+    // There should never be more than one element matching "div.body"
+    const divBody = document.querySelectorAll("div.body");
+    const body = divBody.length ? divBody[0] : document.querySelector("body");
+    window.setTimeout(() => {
+      terms.forEach((term) => _highlightText(body, term, "highlighted"));
+    }, 10);
+
+    const searchBox = document.getElementById("searchbox");
+    if (searchBox === null) return;
+    searchBox.appendChild(
+      document
+        .createRange()
+        .createContextualFragment(
+          '<p class="highlight-link">' +
+            '<a href="javascript:SphinxHighlight.hideSearchWords()">' +
+            _("Hide Search Matches") +
+            "</a></p>"
+        )
+    );
+  },
+
+  /**
+   * helper function to hide the search marks again
+   */
+  hideSearchWords: () => {
+    document
+      .querySelectorAll("#searchbox .highlight-link")
+      .forEach((el) => el.remove());
+    document
+      .querySelectorAll("span.highlighted")
+      .forEach((el) => el.classList.remove("highlighted"));
+    localStorage.removeItem("sphinx_highlight_terms")
+  },
+
+  initEscapeListener: () => {
+    // only install a listener if it is really needed
+    if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) return;
+
+    document.addEventListener("keydown", (event) => {
+      // bail for input elements
+      if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
+      // bail with special keys
+      if (event.shiftKey || event.altKey || event.ctrlKey || event.metaKey) return;
+      if (DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS && (event.key === "Escape")) {
+        SphinxHighlight.hideSearchWords();
+        event.preventDefault();
+      }
+    });
+  },
+};
+
+_ready(SphinxHighlight.highlightSearchWords);
+_ready(SphinxHighlight.initEscapeListener);
diff --git a/_static/underscore-1.13.1.js b/_static/underscore-1.13.1.js
new file mode 100644
index 0000000..ffd77af
--- /dev/null
+++ b/_static/underscore-1.13.1.js
@@ -0,0 +1,2042 @@
+(function (global, factory) {
+  typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() :
+  typeof define === 'function' && define.amd ? define('underscore', factory) :
+  (global = typeof globalThis !== 'undefined' ? globalThis : global || self, (function () {
+    var current = global._;
+    var exports = global._ = factory();
+    exports.noConflict = function () { global._ = current; return exports; };
+  }()));
+}(this, (function () {
+  //     Underscore.js 1.13.1
+  //     https://underscorejs.org
+  //     (c) 2009-2021 Jeremy Ashkenas, Julian Gonggrijp, and DocumentCloud and Investigative Reporters & Editors
+  //     Underscore may be freely distributed under the MIT license.
+
+  // Current version.
+  var VERSION = '1.13.1';
+
+  // Establish the root object, `window` (`self`) in the browser, `global`
+  // on the server, or `this` in some virtual machines. We use `self`
+  // instead of `window` for `WebWorker` support.
+  var root = typeof self == 'object' && self.self === self && self ||
+            typeof global == 'object' && global.global === global && global ||
+            Function('return this')() ||
+            {};
+
+  // Save bytes in the minified (but not gzipped) version:
+  var ArrayProto = Array.prototype, ObjProto = Object.prototype;
+  var SymbolProto = typeof Symbol !== 'undefined' ? Symbol.prototype : null;
+
+  // Create quick reference variables for speed access to core prototypes.
+  var push = ArrayProto.push,
+      slice = ArrayProto.slice,
+      toString = ObjProto.toString,
+      hasOwnProperty = ObjProto.hasOwnProperty;
+
+  // Modern feature detection.
+  var supportsArrayBuffer = typeof ArrayBuffer !== 'undefined',
+      supportsDataView = typeof DataView !== 'undefined';
+
+  // All **ECMAScript 5+** native function implementations that we hope to use
+  // are declared here.
+  var nativeIsArray = Array.isArray,
+      nativeKeys = Object.keys,
+      nativeCreate = Object.create,
+      nativeIsView = supportsArrayBuffer && ArrayBuffer.isView;
+
+  // Create references to these builtin functions because we override them.
+  var _isNaN = isNaN,
+      _isFinite = isFinite;
+
+  // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed.
+  var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString');
+  var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString',
+    'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString'];
+
+  // The largest integer that can be represented exactly.
+  var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1;
+
+  // Some functions take a variable number of arguments, or a few expected
+  // arguments at the beginning and then a variable number of values to operate
+  // on. This helper accumulates all remaining arguments past the function’s
+  // argument length (or an explicit `startIndex`), into an array that becomes
+  // the last argument. Similar to ES6’s "rest parameter".
+  function restArguments(func, startIndex) {
+    startIndex = startIndex == null ? func.length - 1 : +startIndex;
+    return function() {
+      var length = Math.max(arguments.length - startIndex, 0),
+          rest = Array(length),
+          index = 0;
+      for (; index < length; index++) {
+        rest[index] = arguments[index + startIndex];
+      }
+      switch (startIndex) {
+        case 0: return func.call(this, rest);
+        case 1: return func.call(this, arguments[0], rest);
+        case 2: return func.call(this, arguments[0], arguments[1], rest);
+      }
+      var args = Array(startIndex + 1);
+      for (index = 0; index < startIndex; index++) {
+        args[index] = arguments[index];
+      }
+      args[startIndex] = rest;
+      return func.apply(this, args);
+    };
+  }
+
+  // Is a given variable an object?
+  function isObject(obj) {
+    var type = typeof obj;
+    return type === 'function' || type === 'object' && !!obj;
+  }
+
+  // Is a given value equal to null?
+  function isNull(obj) {
+    return obj === null;
+  }
+
+  // Is a given variable undefined?
+  function isUndefined(obj) {
+    return obj === void 0;
+  }
+
+  // Is a given value a boolean?
+  function isBoolean(obj) {
+    return obj === true || obj === false || toString.call(obj) === '[object Boolean]';
+  }
+
+  // Is a given value a DOM element?
+  function isElement(obj) {
+    return !!(obj && obj.nodeType === 1);
+  }
+
+  // Internal function for creating a `toString`-based type tester.
+  function tagTester(name) {
+    var tag = '[object ' + name + ']';
+    return function(obj) {
+      return toString.call(obj) === tag;
+    };
+  }
+
+  var isString = tagTester('String');
+
+  var isNumber = tagTester('Number');
+
+  var isDate = tagTester('Date');
+
+  var isRegExp = tagTester('RegExp');
+
+  var isError = tagTester('Error');
+
+  var isSymbol = tagTester('Symbol');
+
+  var isArrayBuffer = tagTester('ArrayBuffer');
+
+  var isFunction = tagTester('Function');
+
+  // Optimize `isFunction` if appropriate. Work around some `typeof` bugs in old
+  // v8, IE 11 (#1621), Safari 8 (#1929), and PhantomJS (#2236).
+  var nodelist = root.document && root.document.childNodes;
+  if (typeof /./ != 'function' && typeof Int8Array != 'object' && typeof nodelist != 'function') {
+    isFunction = function(obj) {
+      return typeof obj == 'function' || false;
+    };
+  }
+
+  var isFunction$1 = isFunction;
+
+  var hasObjectTag = tagTester('Object');
+
+  // In IE 10 - Edge 13, `DataView` has string tag `'[object Object]'`.
+  // In IE 11, the most common among them, this problem also applies to
+  // `Map`, `WeakMap` and `Set`.
+  var hasStringTagBug = (
+        supportsDataView && hasObjectTag(new DataView(new ArrayBuffer(8)))
+      ),
+      isIE11 = (typeof Map !== 'undefined' && hasObjectTag(new Map));
+
+  var isDataView = tagTester('DataView');
+
+  // In IE 10 - Edge 13, we need a different heuristic
+  // to determine whether an object is a `DataView`.
+  function ie10IsDataView(obj) {
+    return obj != null && isFunction$1(obj.getInt8) && isArrayBuffer(obj.buffer);
+  }
+
+  var isDataView$1 = (hasStringTagBug ? ie10IsDataView : isDataView);
+
+  // Is a given value an array?
+  // Delegates to ECMA5's native `Array.isArray`.
+  var isArray = nativeIsArray || tagTester('Array');
+
+  // Internal function to check whether `key` is an own property name of `obj`.
+  function has$1(obj, key) {
+    return obj != null && hasOwnProperty.call(obj, key);
+  }
+
+  var isArguments = tagTester('Arguments');
+
+  // Define a fallback version of the method in browsers (ahem, IE < 9), where
+  // there isn't any inspectable "Arguments" type.
+  (function() {
+    if (!isArguments(arguments)) {
+      isArguments = function(obj) {
+        return has$1(obj, 'callee');
+      };
+    }
+  }());
+
+  var isArguments$1 = isArguments;
+
+  // Is a given object a finite number?
+  function isFinite$1(obj) {
+    return !isSymbol(obj) && _isFinite(obj) && !isNaN(parseFloat(obj));
+  }
+
+  // Is the given value `NaN`?
+  function isNaN$1(obj) {
+    return isNumber(obj) && _isNaN(obj);
+  }
+
+  // Predicate-generating function. Often useful outside of Underscore.
+  function constant(value) {
+    return function() {
+      return value;
+    };
+  }
+
+  // Common internal logic for `isArrayLike` and `isBufferLike`.
+  function createSizePropertyCheck(getSizeProperty) {
+    return function(collection) {
+      var sizeProperty = getSizeProperty(collection);
+      return typeof sizeProperty == 'number' && sizeProperty >= 0 && sizeProperty <= MAX_ARRAY_INDEX;
+    }
+  }
+
+  // Internal helper to generate a function to obtain property `key` from `obj`.
+  function shallowProperty(key) {
+    return function(obj) {
+      return obj == null ? void 0 : obj[key];
+    };
+  }
+
+  // Internal helper to obtain the `byteLength` property of an object.
+  var getByteLength = shallowProperty('byteLength');
+
+  // Internal helper to determine whether we should spend extensive checks against
+  // `ArrayBuffer` et al.
+  var isBufferLike = createSizePropertyCheck(getByteLength);
+
+  // Is a given value a typed array?
+  var typedArrayPattern = /\[object ((I|Ui)nt(8|16|32)|Float(32|64)|Uint8Clamped|Big(I|Ui)nt64)Array\]/;
+  function isTypedArray(obj) {
+    // `ArrayBuffer.isView` is the most future-proof, so use it when available.
+    // Otherwise, fall back on the above regular expression.
+    return nativeIsView ? (nativeIsView(obj) && !isDataView$1(obj)) :
+                  isBufferLike(obj) && typedArrayPattern.test(toString.call(obj));
+  }
+
+  var isTypedArray$1 = supportsArrayBuffer ? isTypedArray : constant(false);
+
+  // Internal helper to obtain the `length` property of an object.
+  var getLength = shallowProperty('length');
+
+  // Internal helper to create a simple lookup structure.
+  // `collectNonEnumProps` used to depend on `_.contains`, but this led to
+  // circular imports. `emulatedSet` is a one-off solution that only works for
+  // arrays of strings.
+  function emulatedSet(keys) {
+    var hash = {};
+    for (var l = keys.length, i = 0; i < l; ++i) hash[keys[i]] = true;
+    return {
+      contains: function(key) { return hash[key]; },
+      push: function(key) {
+        hash[key] = true;
+        return keys.push(key);
+      }
+    };
+  }
+
+  // Internal helper. Checks `keys` for the presence of keys in IE < 9 that won't
+  // be iterated by `for key in ...` and thus missed. Extends `keys` in place if
+  // needed.
+  function collectNonEnumProps(obj, keys) {
+    keys = emulatedSet(keys);
+    var nonEnumIdx = nonEnumerableProps.length;
+    var constructor = obj.constructor;
+    var proto = isFunction$1(constructor) && constructor.prototype || ObjProto;
+
+    // Constructor is a special case.
+    var prop = 'constructor';
+    if (has$1(obj, prop) && !keys.contains(prop)) keys.push(prop);
+
+    while (nonEnumIdx--) {
+      prop = nonEnumerableProps[nonEnumIdx];
+      if (prop in obj && obj[prop] !== proto[prop] && !keys.contains(prop)) {
+        keys.push(prop);
+      }
+    }
+  }
+
+  // Retrieve the names of an object's own properties.
+  // Delegates to **ECMAScript 5**'s native `Object.keys`.
+  function keys(obj) {
+    if (!isObject(obj)) return [];
+    if (nativeKeys) return nativeKeys(obj);
+    var keys = [];
+    for (var key in obj) if (has$1(obj, key)) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  }
+
+  // Is a given array, string, or object empty?
+  // An "empty" object has no enumerable own-properties.
+  function isEmpty(obj) {
+    if (obj == null) return true;
+    // Skip the more expensive `toString`-based type checks if `obj` has no
+    // `.length`.
+    var length = getLength(obj);
+    if (typeof length == 'number' && (
+      isArray(obj) || isString(obj) || isArguments$1(obj)
+    )) return length === 0;
+    return getLength(keys(obj)) === 0;
+  }
+
+  // Returns whether an object has a given set of `key:value` pairs.
+  function isMatch(object, attrs) {
+    var _keys = keys(attrs), length = _keys.length;
+    if (object == null) return !length;
+    var obj = Object(object);
+    for (var i = 0; i < length; i++) {
+      var key = _keys[i];
+      if (attrs[key] !== obj[key] || !(key in obj)) return false;
+    }
+    return true;
+  }
+
+  // If Underscore is called as a function, it returns a wrapped object that can
+  // be used OO-style. This wrapper holds altered versions of all functions added
+  // through `_.mixin`. Wrapped objects may be chained.
+  function _$1(obj) {
+    if (obj instanceof _$1) return obj;
+    if (!(this instanceof _$1)) return new _$1(obj);
+    this._wrapped = obj;
+  }
+
+  _$1.VERSION = VERSION;
+
+  // Extracts the result from a wrapped and chained object.
+  _$1.prototype.value = function() {
+    return this._wrapped;
+  };
+
+  // Provide unwrapping proxies for some methods used in engine operations
+  // such as arithmetic and JSON stringification.
+  _$1.prototype.valueOf = _$1.prototype.toJSON = _$1.prototype.value;
+
+  _$1.prototype.toString = function() {
+    return String(this._wrapped);
+  };
+
+  // Internal function to wrap or shallow-copy an ArrayBuffer,
+  // typed array or DataView to a new view, reusing the buffer.
+  function toBufferView(bufferSource) {
+    return new Uint8Array(
+      bufferSource.buffer || bufferSource,
+      bufferSource.byteOffset || 0,
+      getByteLength(bufferSource)
+    );
+  }
+
+  // We use this string twice, so give it a name for minification.
+  var tagDataView = '[object DataView]';
+
+  // Internal recursive comparison function for `_.isEqual`.
+  function eq(a, b, aStack, bStack) {
+    // Identical objects are equal. `0 === -0`, but they aren't identical.
+    // See the [Harmony `egal` proposal](https://wiki.ecmascript.org/doku.php?id=harmony:egal).
+    if (a === b) return a !== 0 || 1 / a === 1 / b;
+    // `null` or `undefined` only equal to itself (strict comparison).
+    if (a == null || b == null) return false;
+    // `NaN`s are equivalent, but non-reflexive.
+    if (a !== a) return b !== b;
+    // Exhaust primitive checks
+    var type = typeof a;
+    if (type !== 'function' && type !== 'object' && typeof b != 'object') return false;
+    return deepEq(a, b, aStack, bStack);
+  }
+
+  // Internal recursive comparison function for `_.isEqual`.
+  function deepEq(a, b, aStack, bStack) {
+    // Unwrap any wrapped objects.
+    if (a instanceof _$1) a = a._wrapped;
+    if (b instanceof _$1) b = b._wrapped;
+    // Compare `[[Class]]` names.
+    var className = toString.call(a);
+    if (className !== toString.call(b)) return false;
+    // Work around a bug in IE 10 - Edge 13.
+    if (hasStringTagBug && className == '[object Object]' && isDataView$1(a)) {
+      if (!isDataView$1(b)) return false;
+      className = tagDataView;
+    }
+    switch (className) {
+      // These types are compared by value.
+      case '[object RegExp]':
+        // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i')
+      case '[object String]':
+        // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is
+        // equivalent to `new String("5")`.
+        return '' + a === '' + b;
+      case '[object Number]':
+        // `NaN`s are equivalent, but non-reflexive.
+        // Object(NaN) is equivalent to NaN.
+        if (+a !== +a) return +b !== +b;
+        // An `egal` comparison is performed for other numeric values.
+        return +a === 0 ? 1 / +a === 1 / b : +a === +b;
+      case '[object Date]':
+      case '[object Boolean]':
+        // Coerce dates and booleans to numeric primitive values. Dates are compared by their
+        // millisecond representations. Note that invalid dates with millisecond representations
+        // of `NaN` are not equivalent.
+        return +a === +b;
+      case '[object Symbol]':
+        return SymbolProto.valueOf.call(a) === SymbolProto.valueOf.call(b);
+      case '[object ArrayBuffer]':
+      case tagDataView:
+        // Coerce to typed array so we can fall through.
+        return deepEq(toBufferView(a), toBufferView(b), aStack, bStack);
+    }
+
+    var areArrays = className === '[object Array]';
+    if (!areArrays && isTypedArray$1(a)) {
+        var byteLength = getByteLength(a);
+        if (byteLength !== getByteLength(b)) return false;
+        if (a.buffer === b.buffer && a.byteOffset === b.byteOffset) return true;
+        areArrays = true;
+    }
+    if (!areArrays) {
+      if (typeof a != 'object' || typeof b != 'object') return false;
+
+      // Objects with different constructors are not equivalent, but `Object`s or `Array`s
+      // from different frames are.
+      var aCtor = a.constructor, bCtor = b.constructor;
+      if (aCtor !== bCtor && !(isFunction$1(aCtor) && aCtor instanceof aCtor &&
+                               isFunction$1(bCtor) && bCtor instanceof bCtor)
+                          && ('constructor' in a && 'constructor' in b)) {
+        return false;
+      }
+    }
+    // Assume equality for cyclic structures. The algorithm for detecting cyclic
+    // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`.
+
+    // Initializing stack of traversed objects.
+    // It's done here since we only need them for objects and arrays comparison.
+    aStack = aStack || [];
+    bStack = bStack || [];
+    var length = aStack.length;
+    while (length--) {
+      // Linear search. Performance is inversely proportional to the number of
+      // unique nested structures.
+      if (aStack[length] === a) return bStack[length] === b;
+    }
+
+    // Add the first object to the stack of traversed objects.
+    aStack.push(a);
+    bStack.push(b);
+
+    // Recursively compare objects and arrays.
+    if (areArrays) {
+      // Compare array lengths to determine if a deep comparison is necessary.
+      length = a.length;
+      if (length !== b.length) return false;
+      // Deep compare the contents, ignoring non-numeric properties.
+      while (length--) {
+        if (!eq(a[length], b[length], aStack, bStack)) return false;
+      }
+    } else {
+      // Deep compare objects.
+      var _keys = keys(a), key;
+      length = _keys.length;
+      // Ensure that both objects contain the same number of properties before comparing deep equality.
+      if (keys(b).length !== length) return false;
+      while (length--) {
+        // Deep compare each member
+        key = _keys[length];
+        if (!(has$1(b, key) && eq(a[key], b[key], aStack, bStack))) return false;
+      }
+    }
+    // Remove the first object from the stack of traversed objects.
+    aStack.pop();
+    bStack.pop();
+    return true;
+  }
+
+  // Perform a deep comparison to check if two objects are equal.
+  function isEqual(a, b) {
+    return eq(a, b);
+  }
+
+  // Retrieve all the enumerable property names of an object.
+  function allKeys(obj) {
+    if (!isObject(obj)) return [];
+    var keys = [];
+    for (var key in obj) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  }
+
+  // Since the regular `Object.prototype.toString` type tests don't work for
+  // some types in IE 11, we use a fingerprinting heuristic instead, based
+  // on the methods. It's not great, but it's the best we got.
+  // The fingerprint method lists are defined below.
+  function ie11fingerprint(methods) {
+    var length = getLength(methods);
+    return function(obj) {
+      if (obj == null) return false;
+      // `Map`, `WeakMap` and `Set` have no enumerable keys.
+      var keys = allKeys(obj);
+      if (getLength(keys)) return false;
+      for (var i = 0; i < length; i++) {
+        if (!isFunction$1(obj[methods[i]])) return false;
+      }
+      // If we are testing against `WeakMap`, we need to ensure that
+      // `obj` doesn't have a `forEach` method in order to distinguish
+      // it from a regular `Map`.
+      return methods !== weakMapMethods || !isFunction$1(obj[forEachName]);
+    };
+  }
+
+  // In the interest of compact minification, we write
+  // each string in the fingerprints only once.
+  var forEachName = 'forEach',
+      hasName = 'has',
+      commonInit = ['clear', 'delete'],
+      mapTail = ['get', hasName, 'set'];
+
+  // `Map`, `WeakMap` and `Set` each have slightly different
+  // combinations of the above sublists.
+  var mapMethods = commonInit.concat(forEachName, mapTail),
+      weakMapMethods = commonInit.concat(mapTail),
+      setMethods = ['add'].concat(commonInit, forEachName, hasName);
+
+  var isMap = isIE11 ? ie11fingerprint(mapMethods) : tagTester('Map');
+
+  var isWeakMap = isIE11 ? ie11fingerprint(weakMapMethods) : tagTester('WeakMap');
+
+  var isSet = isIE11 ? ie11fingerprint(setMethods) : tagTester('Set');
+
+  var isWeakSet = tagTester('WeakSet');
+
+  // Retrieve the values of an object's properties.
+  function values(obj) {
+    var _keys = keys(obj);
+    var length = _keys.length;
+    var values = Array(length);
+    for (var i = 0; i < length; i++) {
+      values[i] = obj[_keys[i]];
+    }
+    return values;
+  }
+
+  // Convert an object into a list of `[key, value]` pairs.
+  // The opposite of `_.object` with one argument.
+  function pairs(obj) {
+    var _keys = keys(obj);
+    var length = _keys.length;
+    var pairs = Array(length);
+    for (var i = 0; i < length; i++) {
+      pairs[i] = [_keys[i], obj[_keys[i]]];
+    }
+    return pairs;
+  }
+
+  // Invert the keys and values of an object. The values must be serializable.
+  function invert(obj) {
+    var result = {};
+    var _keys = keys(obj);
+    for (var i = 0, length = _keys.length; i < length; i++) {
+      result[obj[_keys[i]]] = _keys[i];
+    }
+    return result;
+  }
+
+  // Return a sorted list of the function names available on the object.
+  function functions(obj) {
+    var names = [];
+    for (var key in obj) {
+      if (isFunction$1(obj[key])) names.push(key);
+    }
+    return names.sort();
+  }
+
+  // An internal function for creating assigner functions.
+  function createAssigner(keysFunc, defaults) {
+    return function(obj) {
+      var length = arguments.length;
+      if (defaults) obj = Object(obj);
+      if (length < 2 || obj == null) return obj;
+      for (var index = 1; index < length; index++) {
+        var source = arguments[index],
+            keys = keysFunc(source),
+            l = keys.length;
+        for (var i = 0; i < l; i++) {
+          var key = keys[i];
+          if (!defaults || obj[key] === void 0) obj[key] = source[key];
+        }
+      }
+      return obj;
+    };
+  }
+
+  // Extend a given object with all the properties in passed-in object(s).
+  var extend = createAssigner(allKeys);
+
+  // Assigns a given object with all the own properties in the passed-in
+  // object(s).
+  // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign)
+  var extendOwn = createAssigner(keys);
+
+  // Fill in a given object with default properties.
+  var defaults = createAssigner(allKeys, true);
+
+  // Create a naked function reference for surrogate-prototype-swapping.
+  function ctor() {
+    return function(){};
+  }
+
+  // An internal function for creating a new object that inherits from another.
+  function baseCreate(prototype) {
+    if (!isObject(prototype)) return {};
+    if (nativeCreate) return nativeCreate(prototype);
+    var Ctor = ctor();
+    Ctor.prototype = prototype;
+    var result = new Ctor;
+    Ctor.prototype = null;
+    return result;
+  }
+
+  // Creates an object that inherits from the given prototype object.
+  // If additional properties are provided then they will be added to the
+  // created object.
+  function create(prototype, props) {
+    var result = baseCreate(prototype);
+    if (props) extendOwn(result, props);
+    return result;
+  }
+
+  // Create a (shallow-cloned) duplicate of an object.
+  function clone(obj) {
+    if (!isObject(obj)) return obj;
+    return isArray(obj) ? obj.slice() : extend({}, obj);
+  }
+
+  // Invokes `interceptor` with the `obj` and then returns `obj`.
+  // The primary purpose of this method is to "tap into" a method chain, in
+  // order to perform operations on intermediate results within the chain.
+  function tap(obj, interceptor) {
+    interceptor(obj);
+    return obj;
+  }
+
+  // Normalize a (deep) property `path` to array.
+  // Like `_.iteratee`, this function can be customized.
+  function toPath$1(path) {
+    return isArray(path) ? path : [path];
+  }
+  _$1.toPath = toPath$1;
+
+  // Internal wrapper for `_.toPath` to enable minification.
+  // Similar to `cb` for `_.iteratee`.
+  function toPath(path) {
+    return _$1.toPath(path);
+  }
+
+  // Internal function to obtain a nested property in `obj` along `path`.
+  function deepGet(obj, path) {
+    var length = path.length;
+    for (var i = 0; i < length; i++) {
+      if (obj == null) return void 0;
+      obj = obj[path[i]];
+    }
+    return length ? obj : void 0;
+  }
+
+  // Get the value of the (deep) property on `path` from `object`.
+  // If any property in `path` does not exist or if the value is
+  // `undefined`, return `defaultValue` instead.
+  // The `path` is normalized through `_.toPath`.
+  function get(object, path, defaultValue) {
+    var value = deepGet(object, toPath(path));
+    return isUndefined(value) ? defaultValue : value;
+  }
+
+  // Shortcut function for checking if an object has a given property directly on
+  // itself (in other words, not on a prototype). Unlike the internal `has`
+  // function, this public version can also traverse nested properties.
+  function has(obj, path) {
+    path = toPath(path);
+    var length = path.length;
+    for (var i = 0; i < length; i++) {
+      var key = path[i];
+      if (!has$1(obj, key)) return false;
+      obj = obj[key];
+    }
+    return !!length;
+  }
+
+  // Keep the identity function around for default iteratees.
+  function identity(value) {
+    return value;
+  }
+
+  // Returns a predicate for checking whether an object has a given set of
+  // `key:value` pairs.
+  function matcher(attrs) {
+    attrs = extendOwn({}, attrs);
+    return function(obj) {
+      return isMatch(obj, attrs);
+    };
+  }
+
+  // Creates a function that, when passed an object, will traverse that object’s
+  // properties down the given `path`, specified as an array of keys or indices.
+  function property(path) {
+    path = toPath(path);
+    return function(obj) {
+      return deepGet(obj, path);
+    };
+  }
+
+  // Internal function that returns an efficient (for current engines) version
+  // of the passed-in callback, to be repeatedly applied in other Underscore
+  // functions.
+  function optimizeCb(func, context, argCount) {
+    if (context === void 0) return func;
+    switch (argCount == null ? 3 : argCount) {
+      case 1: return function(value) {
+        return func.call(context, value);
+      };
+      // The 2-argument case is omitted because we’re not using it.
+      case 3: return function(value, index, collection) {
+        return func.call(context, value, index, collection);
+      };
+      case 4: return function(accumulator, value, index, collection) {
+        return func.call(context, accumulator, value, index, collection);
+      };
+    }
+    return function() {
+      return func.apply(context, arguments);
+    };
+  }
+
+  // An internal function to generate callbacks that can be applied to each
+  // element in a collection, returning the desired result — either `_.identity`,
+  // an arbitrary callback, a property matcher, or a property accessor.
+  function baseIteratee(value, context, argCount) {
+    if (value == null) return identity;
+    if (isFunction$1(value)) return optimizeCb(value, context, argCount);
+    if (isObject(value) && !isArray(value)) return matcher(value);
+    return property(value);
+  }
+
+  // External wrapper for our callback generator. Users may customize
+  // `_.iteratee` if they want additional predicate/iteratee shorthand styles.
+  // This abstraction hides the internal-only `argCount` argument.
+  function iteratee(value, context) {
+    return baseIteratee(value, context, Infinity);
+  }
+  _$1.iteratee = iteratee;
+
+  // The function we call internally to generate a callback. It invokes
+  // `_.iteratee` if overridden, otherwise `baseIteratee`.
+  function cb(value, context, argCount) {
+    if (_$1.iteratee !== iteratee) return _$1.iteratee(value, context);
+    return baseIteratee(value, context, argCount);
+  }
+
+  // Returns the results of applying the `iteratee` to each element of `obj`.
+  // In contrast to `_.map` it returns an object.
+  function mapObject(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var _keys = keys(obj),
+        length = _keys.length,
+        results = {};
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys[index];
+      results[currentKey] = iteratee(obj[currentKey], currentKey, obj);
+    }
+    return results;
+  }
+
+  // Predicate-generating function. Often useful outside of Underscore.
+  function noop(){}
+
+  // Generates a function for a given object that returns a given property.
+  function propertyOf(obj) {
+    if (obj == null) return noop;
+    return function(path) {
+      return get(obj, path);
+    };
+  }
+
+  // Run a function **n** times.
+  function times(n, iteratee, context) {
+    var accum = Array(Math.max(0, n));
+    iteratee = optimizeCb(iteratee, context, 1);
+    for (var i = 0; i < n; i++) accum[i] = iteratee(i);
+    return accum;
+  }
+
+  // Return a random integer between `min` and `max` (inclusive).
+  function random(min, max) {
+    if (max == null) {
+      max = min;
+      min = 0;
+    }
+    return min + Math.floor(Math.random() * (max - min + 1));
+  }
+
+  // A (possibly faster) way to get the current timestamp as an integer.
+  var now = Date.now || function() {
+    return new Date().getTime();
+  };
+
+  // Internal helper to generate functions for escaping and unescaping strings
+  // to/from HTML interpolation.
+  function createEscaper(map) {
+    var escaper = function(match) {
+      return map[match];
+    };
+    // Regexes for identifying a key that needs to be escaped.
+    var source = '(?:' + keys(map).join('|') + ')';
+    var testRegexp = RegExp(source);
+    var replaceRegexp = RegExp(source, 'g');
+    return function(string) {
+      string = string == null ? '' : '' + string;
+      return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string;
+    };
+  }
+
+  // Internal list of HTML entities for escaping.
+  var escapeMap = {
+    '&': '&amp;',
+    '<': '&lt;',
+    '>': '&gt;',
+    '"': '&quot;',
+    "'": '&#x27;',
+    '`': '&#x60;'
+  };
+
+  // Function for escaping strings to HTML interpolation.
+  var _escape = createEscaper(escapeMap);
+
+  // Internal list of HTML entities for unescaping.
+  var unescapeMap = invert(escapeMap);
+
+  // Function for unescaping strings from HTML interpolation.
+  var _unescape = createEscaper(unescapeMap);
+
+  // By default, Underscore uses ERB-style template delimiters. Change the
+  // following template settings to use alternative delimiters.
+  var templateSettings = _$1.templateSettings = {
+    evaluate: /<%([\s\S]+?)%>/g,
+    interpolate: /<%=([\s\S]+?)%>/g,
+    escape: /<%-([\s\S]+?)%>/g
+  };
+
+  // When customizing `_.templateSettings`, if you don't want to define an
+  // interpolation, evaluation or escaping regex, we need one that is
+  // guaranteed not to match.
+  var noMatch = /(.)^/;
+
+  // Certain characters need to be escaped so that they can be put into a
+  // string literal.
+  var escapes = {
+    "'": "'",
+    '\\': '\\',
+    '\r': 'r',
+    '\n': 'n',
+    '\u2028': 'u2028',
+    '\u2029': 'u2029'
+  };
+
+  var escapeRegExp = /\\|'|\r|\n|\u2028|\u2029/g;
+
+  function escapeChar(match) {
+    return '\\' + escapes[match];
+  }
+
+  // In order to prevent third-party code injection through
+  // `_.templateSettings.variable`, we test it against the following regular
+  // expression. It is intentionally a bit more liberal than just matching valid
+  // identifiers, but still prevents possible loopholes through defaults or
+  // destructuring assignment.
+  var bareIdentifier = /^\s*(\w|\$)+\s*$/;
+
+  // JavaScript micro-templating, similar to John Resig's implementation.
+  // Underscore templating handles arbitrary delimiters, preserves whitespace,
+  // and correctly escapes quotes within interpolated code.
+  // NB: `oldSettings` only exists for backwards compatibility.
+  function template(text, settings, oldSettings) {
+    if (!settings && oldSettings) settings = oldSettings;
+    settings = defaults({}, settings, _$1.templateSettings);
+
+    // Combine delimiters into one regular expression via alternation.
+    var matcher = RegExp([
+      (settings.escape || noMatch).source,
+      (settings.interpolate || noMatch).source,
+      (settings.evaluate || noMatch).source
+    ].join('|') + '|$', 'g');
+
+    // Compile the template source, escaping string literals appropriately.
+    var index = 0;
+    var source = "__p+='";
+    text.replace(matcher, function(match, escape, interpolate, evaluate, offset) {
+      source += text.slice(index, offset).replace(escapeRegExp, escapeChar);
+      index = offset + match.length;
+
+      if (escape) {
+        source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'";
+      } else if (interpolate) {
+        source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'";
+      } else if (evaluate) {
+        source += "';\n" + evaluate + "\n__p+='";
+      }
+
+      // Adobe VMs need the match returned to produce the correct offset.
+      return match;
+    });
+    source += "';\n";
+
+    var argument = settings.variable;
+    if (argument) {
+      // Insure against third-party code injection. (CVE-2021-23358)
+      if (!bareIdentifier.test(argument)) throw new Error(
+        'variable is not a bare identifier: ' + argument
+      );
+    } else {
+      // If a variable is not specified, place data values in local scope.
+      source = 'with(obj||{}){\n' + source + '}\n';
+      argument = 'obj';
+    }
+
+    source = "var __t,__p='',__j=Array.prototype.join," +
+      "print=function(){__p+=__j.call(arguments,'');};\n" +
+      source + 'return __p;\n';
+
+    var render;
+    try {
+      render = new Function(argument, '_', source);
+    } catch (e) {
+      e.source = source;
+      throw e;
+    }
+
+    var template = function(data) {
+      return render.call(this, data, _$1);
+    };
+
+    // Provide the compiled source as a convenience for precompilation.
+    template.source = 'function(' + argument + '){\n' + source + '}';
+
+    return template;
+  }
+
+  // Traverses the children of `obj` along `path`. If a child is a function, it
+  // is invoked with its parent as context. Returns the value of the final
+  // child, or `fallback` if any child is undefined.
+  function result(obj, path, fallback) {
+    path = toPath(path);
+    var length = path.length;
+    if (!length) {
+      return isFunction$1(fallback) ? fallback.call(obj) : fallback;
+    }
+    for (var i = 0; i < length; i++) {
+      var prop = obj == null ? void 0 : obj[path[i]];
+      if (prop === void 0) {
+        prop = fallback;
+        i = length; // Ensure we don't continue iterating.
+      }
+      obj = isFunction$1(prop) ? prop.call(obj) : prop;
+    }
+    return obj;
+  }
+
+  // Generate a unique integer id (unique within the entire client session).
+  // Useful for temporary DOM ids.
+  var idCounter = 0;
+  function uniqueId(prefix) {
+    var id = ++idCounter + '';
+    return prefix ? prefix + id : id;
+  }
+
+  // Start chaining a wrapped Underscore object.
+  function chain(obj) {
+    var instance = _$1(obj);
+    instance._chain = true;
+    return instance;
+  }
+
+  // Internal function to execute `sourceFunc` bound to `context` with optional
+  // `args`. Determines whether to execute a function as a constructor or as a
+  // normal function.
+  function executeBound(sourceFunc, boundFunc, context, callingContext, args) {
+    if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args);
+    var self = baseCreate(sourceFunc.prototype);
+    var result = sourceFunc.apply(self, args);
+    if (isObject(result)) return result;
+    return self;
+  }
+
+  // Partially apply a function by creating a version that has had some of its
+  // arguments pre-filled, without changing its dynamic `this` context. `_` acts
+  // as a placeholder by default, allowing any combination of arguments to be
+  // pre-filled. Set `_.partial.placeholder` for a custom placeholder argument.
+  var partial = restArguments(function(func, boundArgs) {
+    var placeholder = partial.placeholder;
+    var bound = function() {
+      var position = 0, length = boundArgs.length;
+      var args = Array(length);
+      for (var i = 0; i < length; i++) {
+        args[i] = boundArgs[i] === placeholder ? arguments[position++] : boundArgs[i];
+      }
+      while (position < arguments.length) args.push(arguments[position++]);
+      return executeBound(func, bound, this, this, args);
+    };
+    return bound;
+  });
+
+  partial.placeholder = _$1;
+
+  // Create a function bound to a given object (assigning `this`, and arguments,
+  // optionally).
+  var bind = restArguments(function(func, context, args) {
+    if (!isFunction$1(func)) throw new TypeError('Bind must be called on a function');
+    var bound = restArguments(function(callArgs) {
+      return executeBound(func, bound, context, this, args.concat(callArgs));
+    });
+    return bound;
+  });
+
+  // Internal helper for collection methods to determine whether a collection
+  // should be iterated as an array or as an object.
+  // Related: https://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength
+  // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094
+  var isArrayLike = createSizePropertyCheck(getLength);
+
+  // Internal implementation of a recursive `flatten` function.
+  function flatten$1(input, depth, strict, output) {
+    output = output || [];
+    if (!depth && depth !== 0) {
+      depth = Infinity;
+    } else if (depth <= 0) {
+      return output.concat(input);
+    }
+    var idx = output.length;
+    for (var i = 0, length = getLength(input); i < length; i++) {
+      var value = input[i];
+      if (isArrayLike(value) && (isArray(value) || isArguments$1(value))) {
+        // Flatten current level of array or arguments object.
+        if (depth > 1) {
+          flatten$1(value, depth - 1, strict, output);
+          idx = output.length;
+        } else {
+          var j = 0, len = value.length;
+          while (j < len) output[idx++] = value[j++];
+        }
+      } else if (!strict) {
+        output[idx++] = value;
+      }
+    }
+    return output;
+  }
+
+  // Bind a number of an object's methods to that object. Remaining arguments
+  // are the method names to be bound. Useful for ensuring that all callbacks
+  // defined on an object belong to it.
+  var bindAll = restArguments(function(obj, keys) {
+    keys = flatten$1(keys, false, false);
+    var index = keys.length;
+    if (index < 1) throw new Error('bindAll must be passed function names');
+    while (index--) {
+      var key = keys[index];
+      obj[key] = bind(obj[key], obj);
+    }
+    return obj;
+  });
+
+  // Memoize an expensive function by storing its results.
+  function memoize(func, hasher) {
+    var memoize = function(key) {
+      var cache = memoize.cache;
+      var address = '' + (hasher ? hasher.apply(this, arguments) : key);
+      if (!has$1(cache, address)) cache[address] = func.apply(this, arguments);
+      return cache[address];
+    };
+    memoize.cache = {};
+    return memoize;
+  }
+
+  // Delays a function for the given number of milliseconds, and then calls
+  // it with the arguments supplied.
+  var delay = restArguments(function(func, wait, args) {
+    return setTimeout(function() {
+      return func.apply(null, args);
+    }, wait);
+  });
+
+  // Defers a function, scheduling it to run after the current call stack has
+  // cleared.
+  var defer = partial(delay, _$1, 1);
+
+  // Returns a function, that, when invoked, will only be triggered at most once
+  // during a given window of time. Normally, the throttled function will run
+  // as much as it can, without ever going more than once per `wait` duration;
+  // but if you'd like to disable the execution on the leading edge, pass
+  // `{leading: false}`. To disable execution on the trailing edge, ditto.
+  function throttle(func, wait, options) {
+    var timeout, context, args, result;
+    var previous = 0;
+    if (!options) options = {};
+
+    var later = function() {
+      previous = options.leading === false ? 0 : now();
+      timeout = null;
+      result = func.apply(context, args);
+      if (!timeout) context = args = null;
+    };
+
+    var throttled = function() {
+      var _now = now();
+      if (!previous && options.leading === false) previous = _now;
+      var remaining = wait - (_now - previous);
+      context = this;
+      args = arguments;
+      if (remaining <= 0 || remaining > wait) {
+        if (timeout) {
+          clearTimeout(timeout);
+          timeout = null;
+        }
+        previous = _now;
+        result = func.apply(context, args);
+        if (!timeout) context = args = null;
+      } else if (!timeout && options.trailing !== false) {
+        timeout = setTimeout(later, remaining);
+      }
+      return result;
+    };
+
+    throttled.cancel = function() {
+      clearTimeout(timeout);
+      previous = 0;
+      timeout = context = args = null;
+    };
+
+    return throttled;
+  }
+
+  // When a sequence of calls of the returned function ends, the argument
+  // function is triggered. The end of a sequence is defined by the `wait`
+  // parameter. If `immediate` is passed, the argument function will be
+  // triggered at the beginning of the sequence instead of at the end.
+  function debounce(func, wait, immediate) {
+    var timeout, previous, args, result, context;
+
+    var later = function() {
+      var passed = now() - previous;
+      if (wait > passed) {
+        timeout = setTimeout(later, wait - passed);
+      } else {
+        timeout = null;
+        if (!immediate) result = func.apply(context, args);
+        // This check is needed because `func` can recursively invoke `debounced`.
+        if (!timeout) args = context = null;
+      }
+    };
+
+    var debounced = restArguments(function(_args) {
+      context = this;
+      args = _args;
+      previous = now();
+      if (!timeout) {
+        timeout = setTimeout(later, wait);
+        if (immediate) result = func.apply(context, args);
+      }
+      return result;
+    });
+
+    debounced.cancel = function() {
+      clearTimeout(timeout);
+      timeout = args = context = null;
+    };
+
+    return debounced;
+  }
+
+  // Returns the first function passed as an argument to the second,
+  // allowing you to adjust arguments, run code before and after, and
+  // conditionally execute the original function.
+  function wrap(func, wrapper) {
+    return partial(wrapper, func);
+  }
+
+  // Returns a negated version of the passed-in predicate.
+  function negate(predicate) {
+    return function() {
+      return !predicate.apply(this, arguments);
+    };
+  }
+
+  // Returns a function that is the composition of a list of functions, each
+  // consuming the return value of the function that follows.
+  function compose() {
+    var args = arguments;
+    var start = args.length - 1;
+    return function() {
+      var i = start;
+      var result = args[start].apply(this, arguments);
+      while (i--) result = args[i].call(this, result);
+      return result;
+    };
+  }
+
+  // Returns a function that will only be executed on and after the Nth call.
+  function after(times, func) {
+    return function() {
+      if (--times < 1) {
+        return func.apply(this, arguments);
+      }
+    };
+  }
+
+  // Returns a function that will only be executed up to (but not including) the
+  // Nth call.
+  function before(times, func) {
+    var memo;
+    return function() {
+      if (--times > 0) {
+        memo = func.apply(this, arguments);
+      }
+      if (times <= 1) func = null;
+      return memo;
+    };
+  }
+
+  // Returns a function that will be executed at most one time, no matter how
+  // often you call it. Useful for lazy initialization.
+  var once = partial(before, 2);
+
+  // Returns the first key on an object that passes a truth test.
+  function findKey(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = keys(obj), key;
+    for (var i = 0, length = _keys.length; i < length; i++) {
+      key = _keys[i];
+      if (predicate(obj[key], key, obj)) return key;
+    }
+  }
+
+  // Internal function to generate `_.findIndex` and `_.findLastIndex`.
+  function createPredicateIndexFinder(dir) {
+    return function(array, predicate, context) {
+      predicate = cb(predicate, context);
+      var length = getLength(array);
+      var index = dir > 0 ? 0 : length - 1;
+      for (; index >= 0 && index < length; index += dir) {
+        if (predicate(array[index], index, array)) return index;
+      }
+      return -1;
+    };
+  }
+
+  // Returns the first index on an array-like that passes a truth test.
+  var findIndex = createPredicateIndexFinder(1);
+
+  // Returns the last index on an array-like that passes a truth test.
+  var findLastIndex = createPredicateIndexFinder(-1);
+
+  // Use a comparator function to figure out the smallest index at which
+  // an object should be inserted so as to maintain order. Uses binary search.
+  function sortedIndex(array, obj, iteratee, context) {
+    iteratee = cb(iteratee, context, 1);
+    var value = iteratee(obj);
+    var low = 0, high = getLength(array);
+    while (low < high) {
+      var mid = Math.floor((low + high) / 2);
+      if (iteratee(array[mid]) < value) low = mid + 1; else high = mid;
+    }
+    return low;
+  }
+
+  // Internal function to generate the `_.indexOf` and `_.lastIndexOf` functions.
+  function createIndexFinder(dir, predicateFind, sortedIndex) {
+    return function(array, item, idx) {
+      var i = 0, length = getLength(array);
+      if (typeof idx == 'number') {
+        if (dir > 0) {
+          i = idx >= 0 ? idx : Math.max(idx + length, i);
+        } else {
+          length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1;
+        }
+      } else if (sortedIndex && idx && length) {
+        idx = sortedIndex(array, item);
+        return array[idx] === item ? idx : -1;
+      }
+      if (item !== item) {
+        idx = predicateFind(slice.call(array, i, length), isNaN$1);
+        return idx >= 0 ? idx + i : -1;
+      }
+      for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) {
+        if (array[idx] === item) return idx;
+      }
+      return -1;
+    };
+  }
+
+  // Return the position of the first occurrence of an item in an array,
+  // or -1 if the item is not included in the array.
+  // If the array is large and already in sort order, pass `true`
+  // for **isSorted** to use binary search.
+  var indexOf = createIndexFinder(1, findIndex, sortedIndex);
+
+  // Return the position of the last occurrence of an item in an array,
+  // or -1 if the item is not included in the array.
+  var lastIndexOf = createIndexFinder(-1, findLastIndex);
+
+  // Return the first value which passes a truth test.
+  function find(obj, predicate, context) {
+    var keyFinder = isArrayLike(obj) ? findIndex : findKey;
+    var key = keyFinder(obj, predicate, context);
+    if (key !== void 0 && key !== -1) return obj[key];
+  }
+
+  // Convenience version of a common use case of `_.find`: getting the first
+  // object containing specific `key:value` pairs.
+  function findWhere(obj, attrs) {
+    return find(obj, matcher(attrs));
+  }
+
+  // The cornerstone for collection functions, an `each`
+  // implementation, aka `forEach`.
+  // Handles raw objects in addition to array-likes. Treats all
+  // sparse array-likes as if they were dense.
+  function each(obj, iteratee, context) {
+    iteratee = optimizeCb(iteratee, context);
+    var i, length;
+    if (isArrayLike(obj)) {
+      for (i = 0, length = obj.length; i < length; i++) {
+        iteratee(obj[i], i, obj);
+      }
+    } else {
+      var _keys = keys(obj);
+      for (i = 0, length = _keys.length; i < length; i++) {
+        iteratee(obj[_keys[i]], _keys[i], obj);
+      }
+    }
+    return obj;
+  }
+
+  // Return the results of applying the iteratee to each element.
+  function map(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length,
+        results = Array(length);
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      results[index] = iteratee(obj[currentKey], currentKey, obj);
+    }
+    return results;
+  }
+
+  // Internal helper to create a reducing function, iterating left or right.
+  function createReduce(dir) {
+    // Wrap code that reassigns argument variables in a separate function than
+    // the one that accesses `arguments.length` to avoid a perf hit. (#1991)
+    var reducer = function(obj, iteratee, memo, initial) {
+      var _keys = !isArrayLike(obj) && keys(obj),
+          length = (_keys || obj).length,
+          index = dir > 0 ? 0 : length - 1;
+      if (!initial) {
+        memo = obj[_keys ? _keys[index] : index];
+        index += dir;
+      }
+      for (; index >= 0 && index < length; index += dir) {
+        var currentKey = _keys ? _keys[index] : index;
+        memo = iteratee(memo, obj[currentKey], currentKey, obj);
+      }
+      return memo;
+    };
+
+    return function(obj, iteratee, memo, context) {
+      var initial = arguments.length >= 3;
+      return reducer(obj, optimizeCb(iteratee, context, 4), memo, initial);
+    };
+  }
+
+  // **Reduce** builds up a single result from a list of values, aka `inject`,
+  // or `foldl`.
+  var reduce = createReduce(1);
+
+  // The right-associative version of reduce, also known as `foldr`.
+  var reduceRight = createReduce(-1);
+
+  // Return all the elements that pass a truth test.
+  function filter(obj, predicate, context) {
+    var results = [];
+    predicate = cb(predicate, context);
+    each(obj, function(value, index, list) {
+      if (predicate(value, index, list)) results.push(value);
+    });
+    return results;
+  }
+
+  // Return all the elements for which a truth test fails.
+  function reject(obj, predicate, context) {
+    return filter(obj, negate(cb(predicate)), context);
+  }
+
+  // Determine whether all of the elements pass a truth test.
+  function every(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      if (!predicate(obj[currentKey], currentKey, obj)) return false;
+    }
+    return true;
+  }
+
+  // Determine if at least one element in the object passes a truth test.
+  function some(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      if (predicate(obj[currentKey], currentKey, obj)) return true;
+    }
+    return false;
+  }
+
+  // Determine if the array or object contains a given item (using `===`).
+  function contains(obj, item, fromIndex, guard) {
+    if (!isArrayLike(obj)) obj = values(obj);
+    if (typeof fromIndex != 'number' || guard) fromIndex = 0;
+    return indexOf(obj, item, fromIndex) >= 0;
+  }
+
+  // Invoke a method (with arguments) on every item in a collection.
+  var invoke = restArguments(function(obj, path, args) {
+    var contextPath, func;
+    if (isFunction$1(path)) {
+      func = path;
+    } else {
+      path = toPath(path);
+      contextPath = path.slice(0, -1);
+      path = path[path.length - 1];
+    }
+    return map(obj, function(context) {
+      var method = func;
+      if (!method) {
+        if (contextPath && contextPath.length) {
+          context = deepGet(context, contextPath);
+        }
+        if (context == null) return void 0;
+        method = context[path];
+      }
+      return method == null ? method : method.apply(context, args);
+    });
+  });
+
+  // Convenience version of a common use case of `_.map`: fetching a property.
+  function pluck(obj, key) {
+    return map(obj, property(key));
+  }
+
+  // Convenience version of a common use case of `_.filter`: selecting only
+  // objects containing specific `key:value` pairs.
+  function where(obj, attrs) {
+    return filter(obj, matcher(attrs));
+  }
+
+  // Return the maximum element (or element-based computation).
+  function max(obj, iteratee, context) {
+    var result = -Infinity, lastComputed = -Infinity,
+        value, computed;
+    if (iteratee == null || typeof iteratee == 'number' && typeof obj[0] != 'object' && obj != null) {
+      obj = isArrayLike(obj) ? obj : values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value != null && value > result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      each(obj, function(v, index, list) {
+        computed = iteratee(v, index, list);
+        if (computed > lastComputed || computed === -Infinity && result === -Infinity) {
+          result = v;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  }
+
+  // Return the minimum element (or element-based computation).
+  function min(obj, iteratee, context) {
+    var result = Infinity, lastComputed = Infinity,
+        value, computed;
+    if (iteratee == null || typeof iteratee == 'number' && typeof obj[0] != 'object' && obj != null) {
+      obj = isArrayLike(obj) ? obj : values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value != null && value < result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      each(obj, function(v, index, list) {
+        computed = iteratee(v, index, list);
+        if (computed < lastComputed || computed === Infinity && result === Infinity) {
+          result = v;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  }
+
+  // Sample **n** random values from a collection using the modern version of the
+  // [Fisher-Yates shuffle](https://en.wikipedia.org/wiki/Fisher–Yates_shuffle).
+  // If **n** is not specified, returns a single random element.
+  // The internal `guard` argument allows it to work with `_.map`.
+  function sample(obj, n, guard) {
+    if (n == null || guard) {
+      if (!isArrayLike(obj)) obj = values(obj);
+      return obj[random(obj.length - 1)];
+    }
+    var sample = isArrayLike(obj) ? clone(obj) : values(obj);
+    var length = getLength(sample);
+    n = Math.max(Math.min(n, length), 0);
+    var last = length - 1;
+    for (var index = 0; index < n; index++) {
+      var rand = random(index, last);
+      var temp = sample[index];
+      sample[index] = sample[rand];
+      sample[rand] = temp;
+    }
+    return sample.slice(0, n);
+  }
+
+  // Shuffle a collection.
+  function shuffle(obj) {
+    return sample(obj, Infinity);
+  }
+
+  // Sort the object's values by a criterion produced by an iteratee.
+  function sortBy(obj, iteratee, context) {
+    var index = 0;
+    iteratee = cb(iteratee, context);
+    return pluck(map(obj, function(value, key, list) {
+      return {
+        value: value,
+        index: index++,
+        criteria: iteratee(value, key, list)
+      };
+    }).sort(function(left, right) {
+      var a = left.criteria;
+      var b = right.criteria;
+      if (a !== b) {
+        if (a > b || a === void 0) return 1;
+        if (a < b || b === void 0) return -1;
+      }
+      return left.index - right.index;
+    }), 'value');
+  }
+
+  // An internal function used for aggregate "group by" operations.
+  function group(behavior, partition) {
+    return function(obj, iteratee, context) {
+      var result = partition ? [[], []] : {};
+      iteratee = cb(iteratee, context);
+      each(obj, function(value, index) {
+        var key = iteratee(value, index, obj);
+        behavior(result, value, key);
+      });
+      return result;
+    };
+  }
+
+  // Groups the object's values by a criterion. Pass either a string attribute
+  // to group by, or a function that returns the criterion.
+  var groupBy = group(function(result, value, key) {
+    if (has$1(result, key)) result[key].push(value); else result[key] = [value];
+  });
+
+  // Indexes the object's values by a criterion, similar to `_.groupBy`, but for
+  // when you know that your index values will be unique.
+  var indexBy = group(function(result, value, key) {
+    result[key] = value;
+  });
+
+  // Counts instances of an object that group by a certain criterion. Pass
+  // either a string attribute to count by, or a function that returns the
+  // criterion.
+  var countBy = group(function(result, value, key) {
+    if (has$1(result, key)) result[key]++; else result[key] = 1;
+  });
+
+  // Split a collection into two arrays: one whose elements all pass the given
+  // truth test, and one whose elements all do not pass the truth test.
+  var partition = group(function(result, value, pass) {
+    result[pass ? 0 : 1].push(value);
+  }, true);
+
+  // Safely create a real, live array from anything iterable.
+  var reStrSymbol = /[^\ud800-\udfff]|[\ud800-\udbff][\udc00-\udfff]|[\ud800-\udfff]/g;
+  function toArray(obj) {
+    if (!obj) return [];
+    if (isArray(obj)) return slice.call(obj);
+    if (isString(obj)) {
+      // Keep surrogate pair characters together.
+      return obj.match(reStrSymbol);
+    }
+    if (isArrayLike(obj)) return map(obj, identity);
+    return values(obj);
+  }
+
+  // Return the number of elements in a collection.
+  function size(obj) {
+    if (obj == null) return 0;
+    return isArrayLike(obj) ? obj.length : keys(obj).length;
+  }
+
+  // Internal `_.pick` helper function to determine whether `key` is an enumerable
+  // property name of `obj`.
+  function keyInObj(value, key, obj) {
+    return key in obj;
+  }
+
+  // Return a copy of the object only containing the allowed properties.
+  var pick = restArguments(function(obj, keys) {
+    var result = {}, iteratee = keys[0];
+    if (obj == null) return result;
+    if (isFunction$1(iteratee)) {
+      if (keys.length > 1) iteratee = optimizeCb(iteratee, keys[1]);
+      keys = allKeys(obj);
+    } else {
+      iteratee = keyInObj;
+      keys = flatten$1(keys, false, false);
+      obj = Object(obj);
+    }
+    for (var i = 0, length = keys.length; i < length; i++) {
+      var key = keys[i];
+      var value = obj[key];
+      if (iteratee(value, key, obj)) result[key] = value;
+    }
+    return result;
+  });
+
+  // Return a copy of the object without the disallowed properties.
+  var omit = restArguments(function(obj, keys) {
+    var iteratee = keys[0], context;
+    if (isFunction$1(iteratee)) {
+      iteratee = negate(iteratee);
+      if (keys.length > 1) context = keys[1];
+    } else {
+      keys = map(flatten$1(keys, false, false), String);
+      iteratee = function(value, key) {
+        return !contains(keys, key);
+      };
+    }
+    return pick(obj, iteratee, context);
+  });
+
+  // Returns everything but the last entry of the array. Especially useful on
+  // the arguments object. Passing **n** will return all the values in
+  // the array, excluding the last N.
+  function initial(array, n, guard) {
+    return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n)));
+  }
+
+  // Get the first element of an array. Passing **n** will return the first N
+  // values in the array. The **guard** check allows it to work with `_.map`.
+  function first(array, n, guard) {
+    if (array == null || array.length < 1) return n == null || guard ? void 0 : [];
+    if (n == null || guard) return array[0];
+    return initial(array, array.length - n);
+  }
+
+  // Returns everything but the first entry of the `array`. Especially useful on
+  // the `arguments` object. Passing an **n** will return the rest N values in the
+  // `array`.
+  function rest(array, n, guard) {
+    return slice.call(array, n == null || guard ? 1 : n);
+  }
+
+  // Get the last element of an array. Passing **n** will return the last N
+  // values in the array.
+  function last(array, n, guard) {
+    if (array == null || array.length < 1) return n == null || guard ? void 0 : [];
+    if (n == null || guard) return array[array.length - 1];
+    return rest(array, Math.max(0, array.length - n));
+  }
+
+  // Trim out all falsy values from an array.
+  function compact(array) {
+    return filter(array, Boolean);
+  }
+
+  // Flatten out an array, either recursively (by default), or up to `depth`.
+  // Passing `true` or `false` as `depth` means `1` or `Infinity`, respectively.
+  function flatten(array, depth) {
+    return flatten$1(array, depth, false);
+  }
+
+  // Take the difference between one array and a number of other arrays.
+  // Only the elements present in just the first array will remain.
+  var difference = restArguments(function(array, rest) {
+    rest = flatten$1(rest, true, true);
+    return filter(array, function(value){
+      return !contains(rest, value);
+    });
+  });
+
+  // Return a version of the array that does not contain the specified value(s).
+  var without = restArguments(function(array, otherArrays) {
+    return difference(array, otherArrays);
+  });
+
+  // Produce a duplicate-free version of the array. If the array has already
+  // been sorted, you have the option of using a faster algorithm.
+  // The faster algorithm will not work with an iteratee if the iteratee
+  // is not a one-to-one function, so providing an iteratee will disable
+  // the faster algorithm.
+  function uniq(array, isSorted, iteratee, context) {
+    if (!isBoolean(isSorted)) {
+      context = iteratee;
+      iteratee = isSorted;
+      isSorted = false;
+    }
+    if (iteratee != null) iteratee = cb(iteratee, context);
+    var result = [];
+    var seen = [];
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var value = array[i],
+          computed = iteratee ? iteratee(value, i, array) : value;
+      if (isSorted && !iteratee) {
+        if (!i || seen !== computed) result.push(value);
+        seen = computed;
+      } else if (iteratee) {
+        if (!contains(seen, computed)) {
+          seen.push(computed);
+          result.push(value);
+        }
+      } else if (!contains(result, value)) {
+        result.push(value);
+      }
+    }
+    return result;
+  }
+
+  // Produce an array that contains the union: each distinct element from all of
+  // the passed-in arrays.
+  var union = restArguments(function(arrays) {
+    return uniq(flatten$1(arrays, true, true));
+  });
+
+  // Produce an array that contains every item shared between all the
+  // passed-in arrays.
+  function intersection(array) {
+    var result = [];
+    var argsLength = arguments.length;
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var item = array[i];
+      if (contains(result, item)) continue;
+      var j;
+      for (j = 1; j < argsLength; j++) {
+        if (!contains(arguments[j], item)) break;
+      }
+      if (j === argsLength) result.push(item);
+    }
+    return result;
+  }
+
+  // Complement of zip. Unzip accepts an array of arrays and groups
+  // each array's elements on shared indices.
+  function unzip(array) {
+    var length = array && max(array, getLength).length || 0;
+    var result = Array(length);
+
+    for (var index = 0; index < length; index++) {
+      result[index] = pluck(array, index);
+    }
+    return result;
+  }
+
+  // Zip together multiple lists into a single array -- elements that share
+  // an index go together.
+  var zip = restArguments(unzip);
+
+  // Converts lists into objects. Pass either a single array of `[key, value]`
+  // pairs, or two parallel arrays of the same length -- one of keys, and one of
+  // the corresponding values. Passing by pairs is the reverse of `_.pairs`.
+  function object(list, values) {
+    var result = {};
+    for (var i = 0, length = getLength(list); i < length; i++) {
+      if (values) {
+        result[list[i]] = values[i];
+      } else {
+        result[list[i][0]] = list[i][1];
+      }
+    }
+    return result;
+  }
+
+  // Generate an integer Array containing an arithmetic progression. A port of
+  // the native Python `range()` function. See
+  // [the Python documentation](https://docs.python.org/library/functions.html#range).
+  function range(start, stop, step) {
+    if (stop == null) {
+      stop = start || 0;
+      start = 0;
+    }
+    if (!step) {
+      step = stop < start ? -1 : 1;
+    }
+
+    var length = Math.max(Math.ceil((stop - start) / step), 0);
+    var range = Array(length);
+
+    for (var idx = 0; idx < length; idx++, start += step) {
+      range[idx] = start;
+    }
+
+    return range;
+  }
+
+  // Chunk a single array into multiple arrays, each containing `count` or fewer
+  // items.
+  function chunk(array, count) {
+    if (count == null || count < 1) return [];
+    var result = [];
+    var i = 0, length = array.length;
+    while (i < length) {
+      result.push(slice.call(array, i, i += count));
+    }
+    return result;
+  }
+
+  // Helper function to continue chaining intermediate results.
+  function chainResult(instance, obj) {
+    return instance._chain ? _$1(obj).chain() : obj;
+  }
+
+  // Add your own custom functions to the Underscore object.
+  function mixin(obj) {
+    each(functions(obj), function(name) {
+      var func = _$1[name] = obj[name];
+      _$1.prototype[name] = function() {
+        var args = [this._wrapped];
+        push.apply(args, arguments);
+        return chainResult(this, func.apply(_$1, args));
+      };
+    });
+    return _$1;
+  }
+
+  // Add all mutator `Array` functions to the wrapper.
+  each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) {
+    var method = ArrayProto[name];
+    _$1.prototype[name] = function() {
+      var obj = this._wrapped;
+      if (obj != null) {
+        method.apply(obj, arguments);
+        if ((name === 'shift' || name === 'splice') && obj.length === 0) {
+          delete obj[0];
+        }
+      }
+      return chainResult(this, obj);
+    };
+  });
+
+  // Add all accessor `Array` functions to the wrapper.
+  each(['concat', 'join', 'slice'], function(name) {
+    var method = ArrayProto[name];
+    _$1.prototype[name] = function() {
+      var obj = this._wrapped;
+      if (obj != null) obj = method.apply(obj, arguments);
+      return chainResult(this, obj);
+    };
+  });
+
+  // Named Exports
+
+  var allExports = {
+    __proto__: null,
+    VERSION: VERSION,
+    restArguments: restArguments,
+    isObject: isObject,
+    isNull: isNull,
+    isUndefined: isUndefined,
+    isBoolean: isBoolean,
+    isElement: isElement,
+    isString: isString,
+    isNumber: isNumber,
+    isDate: isDate,
+    isRegExp: isRegExp,
+    isError: isError,
+    isSymbol: isSymbol,
+    isArrayBuffer: isArrayBuffer,
+    isDataView: isDataView$1,
+    isArray: isArray,
+    isFunction: isFunction$1,
+    isArguments: isArguments$1,
+    isFinite: isFinite$1,
+    isNaN: isNaN$1,
+    isTypedArray: isTypedArray$1,
+    isEmpty: isEmpty,
+    isMatch: isMatch,
+    isEqual: isEqual,
+    isMap: isMap,
+    isWeakMap: isWeakMap,
+    isSet: isSet,
+    isWeakSet: isWeakSet,
+    keys: keys,
+    allKeys: allKeys,
+    values: values,
+    pairs: pairs,
+    invert: invert,
+    functions: functions,
+    methods: functions,
+    extend: extend,
+    extendOwn: extendOwn,
+    assign: extendOwn,
+    defaults: defaults,
+    create: create,
+    clone: clone,
+    tap: tap,
+    get: get,
+    has: has,
+    mapObject: mapObject,
+    identity: identity,
+    constant: constant,
+    noop: noop,
+    toPath: toPath$1,
+    property: property,
+    propertyOf: propertyOf,
+    matcher: matcher,
+    matches: matcher,
+    times: times,
+    random: random,
+    now: now,
+    escape: _escape,
+    unescape: _unescape,
+    templateSettings: templateSettings,
+    template: template,
+    result: result,
+    uniqueId: uniqueId,
+    chain: chain,
+    iteratee: iteratee,
+    partial: partial,
+    bind: bind,
+    bindAll: bindAll,
+    memoize: memoize,
+    delay: delay,
+    defer: defer,
+    throttle: throttle,
+    debounce: debounce,
+    wrap: wrap,
+    negate: negate,
+    compose: compose,
+    after: after,
+    before: before,
+    once: once,
+    findKey: findKey,
+    findIndex: findIndex,
+    findLastIndex: findLastIndex,
+    sortedIndex: sortedIndex,
+    indexOf: indexOf,
+    lastIndexOf: lastIndexOf,
+    find: find,
+    detect: find,
+    findWhere: findWhere,
+    each: each,
+    forEach: each,
+    map: map,
+    collect: map,
+    reduce: reduce,
+    foldl: reduce,
+    inject: reduce,
+    reduceRight: reduceRight,
+    foldr: reduceRight,
+    filter: filter,
+    select: filter,
+    reject: reject,
+    every: every,
+    all: every,
+    some: some,
+    any: some,
+    contains: contains,
+    includes: contains,
+    include: contains,
+    invoke: invoke,
+    pluck: pluck,
+    where: where,
+    max: max,
+    min: min,
+    shuffle: shuffle,
+    sample: sample,
+    sortBy: sortBy,
+    groupBy: groupBy,
+    indexBy: indexBy,
+    countBy: countBy,
+    partition: partition,
+    toArray: toArray,
+    size: size,
+    pick: pick,
+    omit: omit,
+    first: first,
+    head: first,
+    take: first,
+    initial: initial,
+    last: last,
+    rest: rest,
+    tail: rest,
+    drop: rest,
+    compact: compact,
+    flatten: flatten,
+    without: without,
+    uniq: uniq,
+    unique: uniq,
+    union: union,
+    intersection: intersection,
+    difference: difference,
+    unzip: unzip,
+    transpose: unzip,
+    zip: zip,
+    object: object,
+    range: range,
+    chunk: chunk,
+    mixin: mixin,
+    'default': _$1
+  };
+
+  // Default Export
+
+  // Add all of the Underscore functions to the wrapper object.
+  var _ = mixin(allExports);
+  // Legacy Node.js API.
+  _._ = _;
+
+  return _;
+
+})));
+//# sourceMappingURL=underscore-umd.js.map
diff --git a/documentation.html b/documentation.html
index 829cce0..20cf46c 100644
--- a/documentation.html
+++ b/documentation.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>Documentation &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
     <script src="_static/jquery.js"></script>
     <script src="_static/underscore.js"></script>
+    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="_static/doctools.js"></script>
+    <script src="_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/documentation.html" />
     <link rel="shortcut icon" href="_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="search.html" />
@@ -113,11 +116,18 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="documentation">
-<h1>Documentation<a class="headerlink" href="#documentation" title="Permalink to this headline">¶</a></h1>
+<h1>Documentation<a class="headerlink" href="#documentation" title="Permalink to this heading">¶</a></h1>
 <section id="user-and-developer-guide">
-<h2>User and Developer Guide<a class="headerlink" href="#user-and-developer-guide" title="Permalink to this headline">¶</a></h2>
+<h2>User and Developer Guide<a class="headerlink" href="#user-and-developer-guide" title="Permalink to this heading">¶</a></h2>
 <ul class="simple">
 <li><dl class="simple">
+<dt>Development v2.0:</dt><dd><ul>
+<li><p><a href="https://hyperspy.org/hyperspy-doc/dev/index.html" target="_blank">Development v2.0</a></p></li>
+</ul>
+</dd>
+</dl>
+</li>
+<li><dl class="simple">
 <dt>Current stable release:</dt><dd><ul>
 <li><p><a href="https://hyperspy.org/hyperspy-doc/current/index.html"
 target="_blank">HyperSpy User Guide</a></p></li>
@@ -144,7 +154,7 @@ <h2>User and Developer Guide<a class="headerlink" href="#user-and-developer-guid
 also available at <a class="reference external" href="https://hyperspy.readthedocs.io/en/stable/">ReadTheDocs</a>.</p>
 </section>
 <section id="demos">
-<h2>Demos<a class="headerlink" href="#demos" title="Permalink to this headline">¶</a></h2>
+<h2>Demos<a class="headerlink" href="#demos" title="Permalink to this heading">¶</a></h2>
 <p>The <a href="https://github.com/hyperspy/hyperspy-demos" target="_blank">hyperspy-demos</a> git repository
 contains a number of helpful demonstrations on how to use HyperSpy.
 In order to get a feel for how HyperSpy works, the demos can be run locally on your machine
@@ -152,9 +162,9 @@ <h2>Demos<a class="headerlink" href="#demos" title="Permalink to this headline">
 instructions in the repository’s <a href="https://github.com/hyperspy/hyperspy-demos/blob/master/README.md" target="_blank">README</a>.</p>
 </section>
 <section id="talks">
-<h2>Talks<a class="headerlink" href="#talks" title="Permalink to this headline">¶</a></h2>
+<h2>Talks<a class="headerlink" href="#talks" title="Permalink to this heading">¶</a></h2>
 <section id="scipy2016-hyperspy-talk">
-<h3>Scipy2016 HyperSpy talk<a class="headerlink" href="#scipy2016-hyperspy-talk" title="Permalink to this headline">¶</a></h3>
+<h3>Scipy2016 HyperSpy talk<a class="headerlink" href="#scipy2016-hyperspy-talk" title="Permalink to this heading">¶</a></h3>
 <p>Watch online Tomas Ostaševičius presenting “HyperSpy: How to Easily Bend Multi-dimensional Data to
 your Analytical Will” at the <a class="reference external" href="http://scipy2016.scipy.org">SciPy2016 conference</a>.</p>
 <iframe width="854" height="480"
@@ -178,7 +188,7 @@ <h3>Scipy2016 HyperSpy talk<a class="headerlink" href="#scipy2016-hyperspy-talk"
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/emag2017.html b/emag2017.html
index 05275e4..68b023d 100644
--- a/emag2017.html
+++ b/emag2017.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>Tutorial files &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
     <script src="_static/jquery.js"></script>
     <script src="_static/underscore.js"></script>
+    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="_static/doctools.js"></script>
+    <script src="_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/emag2017.html" />
     <link rel="shortcut icon" href="_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="tutorial-files">
-<h1>Tutorial files<a class="headerlink" href="#tutorial-files" title="Permalink to this headline">¶</a></h1>
+<h1>Tutorial files<a class="headerlink" href="#tutorial-files" title="Permalink to this heading">¶</a></h1>
 <p><a class="reference external" href="https://www.dropbox.com/s/dt6bc3dtg373ahw/machine_learning.zip?dl=1">Tutorial files download link</a></p>
 </section>
 
@@ -133,7 +136,7 @@ <h1>Tutorial files<a class="headerlink" href="#tutorial-files" title="Permalink
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/index.html b/index.html
index a85fefc..c0fbbf0 100644
--- a/index.html
+++ b/index.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy: multi-dimensional data analysis toolbox &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
     <script src="_static/jquery.js"></script>
     <script src="_static/underscore.js"></script>
+    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="_static/doctools.js"></script>
+    <script src="_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/index.html" />
     <link rel="shortcut icon" href="_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-multi-dimensional-data-analysis-toolbox">
-<h1>HyperSpy: multi-dimensional data analysis toolbox<a class="headerlink" href="#hyperspy-multi-dimensional-data-analysis-toolbox" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy: multi-dimensional data analysis toolbox<a class="headerlink" href="#hyperspy-multi-dimensional-data-analysis-toolbox" title="Permalink to this heading">¶</a></h1>
 <p>HyperSpy is an open source Python library which provides tools to facilitate
 the interactive data analysis of multi-dimensional datasets that can be
 described as multi-dimensional arrays of a given signal (e.g. a 2D array of
@@ -125,7 +128,7 @@ <h1>HyperSpy: multi-dimensional data analysis toolbox<a class="headerlink" href=
 <p>Its modular structure makes it easy to add features to analyze different kinds
 of signals.</p>
 <section id="help-fight-covid-19">
-<h2>Help fight COVID 19<a class="headerlink" href="#help-fight-covid-19" title="Permalink to this headline">¶</a></h2>
+<h2>Help fight COVID 19<a class="headerlink" href="#help-fight-covid-19" title="Permalink to this heading">¶</a></h2>
 <a class="reference internal image-reference" href="_images/CDC-coronavirus-image-23311-for-web.jpg"><img alt="_images/CDC-coronavirus-image-23311-for-web.jpg" src="_images/CDC-coronavirus-image-23311-for-web.jpg" style="width: 100pt;" /></a>
 <p>If you are interested in HyperSpy, chances are that your skills can be useful to
 help fighting <a class="reference external" href="https://en.wikipedia.org/wiki/Severe_acute_respiratory_syndrome_coronavirus_2">SARS-CoV-2</a>
@@ -137,7 +140,7 @@ <h2>Help fight COVID 19<a class="headerlink" href="#help-fight-covid-19" title="
 </ul>
 </section>
 <section id="highlights">
-<h2>Highlights<a class="headerlink" href="#highlights" title="Permalink to this headline">¶</a></h2>
+<h2>Highlights<a class="headerlink" href="#highlights" title="Permalink to this heading">¶</a></h2>
 <ul class="simple">
 <li><p>Two families of named and scaled axes: <em>signal</em> and <em>navigation</em>.</p></li>
 <li><p>Visualization tools for multi-dimensional spectra and images.</p></li>
@@ -149,7 +152,7 @@ <h2>Highlights<a class="headerlink" href="#highlights" title="Permalink to this
 electron microscopy community but it is proving useful in many other fields.</p>
 </section>
 <section id="endorsements">
-<h2>Endorsements<a class="headerlink" href="#endorsements" title="Permalink to this headline">¶</a></h2>
+<h2>Endorsements<a class="headerlink" href="#endorsements" title="Permalink to this heading">¶</a></h2>
 <p>Here is some of what our users say about Hyperspy:</p>
 <p>(<a class="reference external" href="https://saythanks.io/to/hyperspy">Click here to add your thank you note</a>)</p>
 <blockquote class="epigraph">
@@ -179,7 +182,7 @@ <h2>Endorsements<a class="headerlink" href="#endorsements" title="Permalink to t
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news.html b/news.html
index e06e8ff..26dd5b9 100644
--- a/news.html
+++ b/news.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>News &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
     <script src="_static/jquery.js"></script>
     <script src="_static/underscore.js"></script>
+    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="_static/doctools.js"></script>
+    <script src="_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news.html" />
     <link rel="shortcut icon" href="_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="search.html" />
@@ -113,29 +116,29 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="news">
-<h1>News<a class="headerlink" href="#news" title="Permalink to this headline">¶</a></h1>
+<h1>News<a class="headerlink" href="#news" title="Permalink to this heading">¶</a></h1>
 <div class="toctree-wrapper compound">
 </div>
 <section id="hyperspy-1-6-0-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.6.0.html#hyperspy-1-6-0-has-been-released">HyperSpy 1.6.0 has been released!</a><a class="headerlink" href="#hyperspy-1-6-0-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.6.0.html#hyperspy-1-6-0-has-been-released">HyperSpy 1.6.0 has been released!</a><a class="headerlink" href="#hyperspy-1-6-0-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2020-08-06 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.6.0. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-6">changelog</a> for
 details.</p>
 </section>
 <section id="hyperspy-1-5-2-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.5.2.html#hyperspy-1-5-2-has-been-released">HyperSpy 1.5.2 has been released!</a><a class="headerlink" href="#hyperspy-1-5-2-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.5.2.html#hyperspy-1-5-2-has-been-released">HyperSpy 1.5.2 has been released!</a><a class="headerlink" href="#hyperspy-1-5-2-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2019-09-06 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.5.2. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-5-1">changelog</a> for
 details.</p>
 </section>
 <section id="hyperspy-1-5-1-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.5.1.html#hyperspy-1-5-1-has-been-released">HyperSpy 1.5.1 has been released!</a><a class="headerlink" href="#hyperspy-1-5-1-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.5.1.html#hyperspy-1-5-1-has-been-released">HyperSpy 1.5.1 has been released!</a><a class="headerlink" href="#hyperspy-1-5-1-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2019-07-28 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.5.1. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-5-1">changelog</a> for
 details.</p>
 </section>
 <section id="hyperspy-1-5-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.5.html#hyperspy-1-5-has-been-released">HyperSpy 1.5  has been released!</a><a class="headerlink" href="#hyperspy-1-5-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.5.html#hyperspy-1-5-has-been-released">HyperSpy 1.5  has been released!</a><a class="headerlink" href="#hyperspy-1-5-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2019-07-27 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.5. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-5">changelog</a> for
 details.</p>
@@ -143,13 +146,13 @@ <h2><a class="feed-ref reference internal" href="news/release_1.5.html#hyperspy-
 1.2. Older versions are not compatible with HyperSpy 1.5, so those packages needs to be upgraded as well.</p>
 </section>
 <section id="hyperspy-1-4-2-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.4.2.html#hyperspy-1-4-2-has-been-released">HyperSpy 1.4.2  has been released!</a><a class="headerlink" href="#hyperspy-1-4-2-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.4.2.html#hyperspy-1-4-2-has-been-released">HyperSpy 1.4.2  has been released!</a><a class="headerlink" href="#hyperspy-1-4-2-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2019-06-19 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.4.2 See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-4">changelog</a> for
 details.</p>
 </section>
 <section id="hyperspy-1-4-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.4.html#hyperspy-1-4-has-been-released">HyperSpy 1.4  has been released!</a><a class="headerlink" href="#hyperspy-1-4-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.4.html#hyperspy-1-4-has-been-released">HyperSpy 1.4  has been released!</a><a class="headerlink" href="#hyperspy-1-4-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2018-09-04 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.4. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-4">changelog</a> for
 details.</p>
@@ -162,7 +165,7 @@ <h2><a class="feed-ref reference internal" href="news/release_1.4.html#hyperspy-
 <a class="reference external" href="https://github.com/hyperspy/hyperspy-bundle/releases">project’s GitHub repository</a>.</p>
 </section>
 <section id="hyperspy-1-3-2-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.3.2.html#hyperspy-1-3-2-has-been-released">HyperSpy 1.3.2  has been released!</a><a class="headerlink" href="#hyperspy-1-3-2-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.3.2.html#hyperspy-1-3-2-has-been-released">HyperSpy 1.3.2  has been released!</a><a class="headerlink" href="#hyperspy-1-3-2-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2018-07-10 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.3.2</p>
 <p>This is a maintenance release. Follow the following links for details on all
@@ -173,14 +176,14 @@ <h2><a class="feed-ref reference internal" href="news/release_1.3.2.html#hypersp
 releases see <a class="reference external" href="https://github.com/hyperspy/hyperspy-bundle">https://github.com/hyperspy/hyperspy-bundle</a></p>
 </section>
 <section id="hyperspy-practical-at-the-superstem-summer-school">
-<h2><a class="feed-ref reference internal" href="news/superstem2018.html#hyperspy-practical-at-the-superstem-summer-school">HyperSpy practical at the SuperSTEM Summer School</a><a class="headerlink" href="#hyperspy-practical-at-the-superstem-summer-school" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/superstem2018.html#hyperspy-practical-at-the-superstem-summer-school">HyperSpy practical at the SuperSTEM Summer School</a><a class="headerlink" href="#hyperspy-practical-at-the-superstem-summer-school" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2018-06-18 00:00:00</em></p>
 <p>The 7th biennial SuperSTEM Summer School (29 June - 4 July 2018, Daresbury UK) includes
 a HyperSpy practial.</p>
 <p><a class="feed-more reference internal" href="news/superstem2018.html#hyperspy-practical-at-the-superstem-summer-school">Read more…</a></p>
 </section>
 <section id="hyperspy-1-3-1-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.3.1.html#hyperspy-1-3-1-has-been-released">HyperSpy 1.3.1  has been released!</a><a class="headerlink" href="#hyperspy-1-3-1-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.3.1.html#hyperspy-1-3-1-has-been-released">HyperSpy 1.3.1  has been released!</a><a class="headerlink" href="#hyperspy-1-3-1-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2018-04-19 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.3.1</p>
 <p>This is a maintenance release. Follow the following links for details on all
@@ -191,25 +194,25 @@ <h2><a class="feed-ref reference internal" href="news/release_1.3.1.html#hypersp
 releases see <a class="reference external" href="https://github.com/hyperspy/hyperspy-bundle">https://github.com/hyperspy/hyperspy-bundle</a></p>
 </section>
 <section id="new-interactive-demos">
-<h2><a class="feed-ref reference internal" href="news/interactive_demos.html#new-interactive-demos">New interactive demos</a><a class="headerlink" href="#new-interactive-demos" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/interactive_demos.html#new-interactive-demos">New interactive demos</a><a class="headerlink" href="#new-interactive-demos" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2018-02-28 00:00:00</em></p>
 <p>Interactive demos have been added to HyperSpy!</p>
 <p><a class="feed-more reference internal" href="news/interactive_demos.html#new-interactive-demos">Read more…</a></p>
 </section>
 <section id="hyperspy-1-3-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.3.html#hyperspy-1-3-has-been-released">HyperSpy 1.3  has been released!</a><a class="headerlink" href="#hyperspy-1-3-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.3.html#hyperspy-1-3-has-been-released">HyperSpy 1.3  has been released!</a><a class="headerlink" href="#hyperspy-1-3-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2017-05-27 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.3</p>
-<p>This is a minor release that includes multiple new features, enhances and bug fixes. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-3" title="(in HyperSpy v1.7.0)"><span class="xref std std-ref">the changelist</span></a> for details.</p>
+<p>This is a minor release that includes multiple new features, enhances and bug fixes. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-3" title="(in HyperSpy v1.7.5)"><span class="xref std std-ref">the changelist</span></a> for details.</p>
 </section>
 <section id="hyperspy-1-2-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.2.html#hyperspy-1-2-has-been-released">HyperSpy 1.2  has been released!</a><a class="headerlink" href="#hyperspy-1-2-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.2.html#hyperspy-1-2-has-been-released">HyperSpy 1.2  has been released!</a><a class="headerlink" href="#hyperspy-1-2-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2017-03-02 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.2</p>
-<p>This is a minor release that includes multiple new features, enhances and bug fixes. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-2" title="(in HyperSpy v1.7.0)"><span class="xref std std-ref">the changelist</span></a> for details.</p>
+<p>This is a minor release that includes multiple new features, enhances and bug fixes. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-2" title="(in HyperSpy v1.7.5)"><span class="xref std std-ref">the changelist</span></a> for details.</p>
 </section>
 <section id="hyperspy-1-1-2-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.1.2.html#hyperspy-1-1-2-has-been-released">HyperSpy 1.1.2  has been released!</a><a class="headerlink" href="#hyperspy-1-1-2-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.1.2.html#hyperspy-1-1-2-has-been-released">HyperSpy 1.1.2  has been released!</a><a class="headerlink" href="#hyperspy-1-1-2-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2016-01-12 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.1.2</p>
 <p>This is a maintenance release. Follow the following links for details on all
@@ -217,179 +220,179 @@ <h2><a class="feed-ref reference internal" href="news/release_1.1.2.html#hypersp
 and <a class="reference external" href="https://github.com/hyperspy/hyperspy/issues?q=is%3Aclosed+milestone%3Av1.1.2+label%3Aenhancement">enhancements</a>.</p>
 </section>
 <section id="hyperspy-1-1-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.1.html#hyperspy-1-1-has-been-released">HyperSpy 1.1  has been released!</a><a class="headerlink" href="#hyperspy-1-1-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.1.html#hyperspy-1-1-has-been-released">HyperSpy 1.1  has been released!</a><a class="headerlink" href="#hyperspy-1-1-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2016-08-03 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.1</p>
 <p><a class="feed-more reference internal" href="news/release_1.1.html#hyperspy-1-1-has-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-1-0-1-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.0.1.html#hyperspy-1-0-1-has-been-released">HyperSpy 1.0.1  has been released!</a><a class="headerlink" href="#hyperspy-1-0-1-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.0.1.html#hyperspy-1-0-1-has-been-released">HyperSpy 1.0.1  has been released!</a><a class="headerlink" href="#hyperspy-1-0-1-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2016-07-27 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.0.1</p>
 <p><a class="feed-more reference internal" href="news/release_1.0.1.html#hyperspy-1-0-1-has-been-released">Read more…</a></p>
 </section>
 <section id="scipy2016-hyperspy-talk">
-<h2><a class="feed-ref reference internal" href="news/scipy2016_talk.html#scipy2016-hyperspy-talk">Scipy2016 HyperSpy talk</a><a class="headerlink" href="#scipy2016-hyperspy-talk" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/scipy2016_talk.html#scipy2016-hyperspy-talk">Scipy2016 HyperSpy talk</a><a class="headerlink" href="#scipy2016-hyperspy-talk" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2016-07-15 00:00:00</em></p>
 <p>Watch online Tomas Ostaševičius presenting “HyperSpy: How to Easily Bend Multi-dimensional Data to your Analytical Will” at the <a class="reference external" href="https://scipy2016.scipy.org">SciPy2016 conference</a>.</p>
 <iframe width="854" height="480" src="https://www.youtube.com/embed/kVlf3bMZcsc" frameborder="0" allowfullscreen></iframe></section>
 <section id="hyperspy-1-0-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_1.0.html#hyperspy-1-0-has-been-released">HyperSpy 1.0  has been released!</a><a class="headerlink" href="#hyperspy-1-0-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_1.0.html#hyperspy-1-0-has-been-released">HyperSpy 1.0  has been released!</a><a class="headerlink" href="#hyperspy-1-0-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2016-07-14 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.0.</p>
 <p><a class="feed-more reference internal" href="news/release_1.0.html#hyperspy-1-0-has-been-released">Read more…</a></p>
 </section>
 <section id="new-demos-added">
-<h2><a class="feed-ref reference internal" href="news/new_demos_scandem.html#new-demos-added">New demos added</a><a class="headerlink" href="#new-demos-added" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/new_demos_scandem.html#new-demos-added">New demos added</a><a class="headerlink" href="#new-demos-added" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2016-06-17 00:00:00</em></p>
 <p>The existing
 <a class="reference external" href="http://nbviewer.jupyter.org/github/hyperspy/hyperspy-demos/tree/master/">demos</a> have been updated and three new demos have been added.</p>
 <p><a class="feed-more reference internal" href="news/new_demos_scandem.html#new-demos-added">Read more…</a></p>
 </section>
 <section id="hyperspy-0-8-5-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.8.5.html#hyperspy-0-8-5-has-been-released">HyperSpy 0.8.5  has been released!</a><a class="headerlink" href="#hyperspy-0-8-5-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.8.5.html#hyperspy-0-8-5-has-been-released">HyperSpy 0.8.5  has been released!</a><a class="headerlink" href="#hyperspy-0-8-5-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2016-06-02 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 0.8.5.</p>
 <p><a class="feed-more reference internal" href="news/release_0.8.5.html#hyperspy-0-8-5-has-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-workshop-at-emc2016">
-<h2><a class="feed-ref reference internal" href="news/EMC2016.html#hyperspy-workshop-at-emc2016">HyperSpy workshop at EMC2016</a><a class="headerlink" href="#hyperspy-workshop-at-emc2016" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/EMC2016.html#hyperspy-workshop-at-emc2016">HyperSpy workshop at EMC2016</a><a class="headerlink" href="#hyperspy-workshop-at-emc2016" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2016-05-06 00:00:00</em></p>
 <p>We are happy to announce a HyperSpy workshop at the <a class="reference external" href="http://emc2016.fr">16th European Microscopy Congress (EMC 2016)</a>. The workshop will take place on the 27th of August 2016 in Lyon, France.</p>
 <p><a class="feed-more reference internal" href="news/EMC2016.html#hyperspy-workshop-at-emc2016">Read more…</a></p>
 </section>
 <section id="hyperspy-workshop-at-scandem2016">
-<h2><a class="feed-ref reference internal" href="news/SCANDEM2016.html#hyperspy-workshop-at-scandem2016">HyperSpy workshop at SCANDEM2016</a><a class="headerlink" href="#hyperspy-workshop-at-scandem2016" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/SCANDEM2016.html#hyperspy-workshop-at-scandem2016">HyperSpy workshop at SCANDEM2016</a><a class="headerlink" href="#hyperspy-workshop-at-scandem2016" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2016-03-18 00:00:00</em></p>
 <p>We are happy to announce a HyperSpy workshop at the SCANDEM2016 conference. The workshop will take place on the 7th of June 2016 in Trondheim,
 Norway. There area only 20 places available. Registration to the conference is required to register to the workshop.</p>
 <p><a class="feed-more reference internal" href="news/SCANDEM2016.html#hyperspy-workshop-at-scandem2016">Read more…</a></p>
 </section>
 <section id="hyperspy-0-8-3-and-0-8-4-have-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.8.4.html#hyperspy-0-8-3-and-0-8-4-have-been-released">HyperSpy 0.8.3 and 0.8.4  have been released!</a><a class="headerlink" href="#hyperspy-0-8-3-and-0-8-4-have-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.8.4.html#hyperspy-0-8-3-and-0-8-4-have-been-released">HyperSpy 0.8.3 and 0.8.4  have been released!</a><a class="headerlink" href="#hyperspy-0-8-3-and-0-8-4-have-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2016-03-03 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 0.8.3 and 0.8.4.</p>
 <p><a class="feed-more reference internal" href="news/release_0.8.4.html#hyperspy-0-8-3-and-0-8-4-have-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-0-8-2-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.8.2.html#hyperspy-0-8-2-has-been-released">HyperSpy 0.8.2  has been released!</a><a class="headerlink" href="#hyperspy-0-8-2-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.8.2.html#hyperspy-0-8-2-has-been-released">HyperSpy 0.8.2  has been released!</a><a class="headerlink" href="#hyperspy-0-8-2-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2015-08-13 00:00:00</em></p>
 <p>We are proud to announce a new maitenance release of HyperSpy.</p>
 <p><a class="feed-more reference internal" href="news/release_0.8.2.html#hyperspy-0-8-2-has-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-0-8-1-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.8.1.html#hyperspy-0-8-1-has-been-released">HyperSpy 0.8.1  has been released!</a><a class="headerlink" href="#hyperspy-0-8-1-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.8.1.html#hyperspy-0-8-1-has-been-released">HyperSpy 0.8.1  has been released!</a><a class="headerlink" href="#hyperspy-0-8-1-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2015-08-12 00:00:00</em></p>
 <p>This is a maintenance release that fixes an issue with the Python installers. Those who have successfully installed v0.8.1 do not need to upgrade.</p>
 </section>
 <section id="citing-hyperspy">
-<h2><a class="feed-ref reference internal" href="news/doi.html#citing-hyperspy">Citing HyperSpy</a><a class="headerlink" href="#citing-hyperspy" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/doi.html#citing-hyperspy">Citing HyperSpy</a><a class="headerlink" href="#citing-hyperspy" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2015-04-15 00:00:00</em></p>
 <p>HyperSpy can now be cited using our brand new D.O.I. See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/citing.html">how to cite HyperSpy</a> or click on the DOI badge below for details.</p>
 <a class="reference external image-reference" href="https://dx.doi.org/10.5281/zenodo.16850"><img alt="https://zenodo.org/badge/doi/10.5281/zenodo.16850.svg" src="https://zenodo.org/badge/doi/10.5281/zenodo.16850.svg" /></a>
 </section>
 <section id="hyperspy-workshop-cambridge-uk-13th-of-april-2015">
-<h2><a class="feed-ref reference internal" href="news/cambridge2015.html#hyperspy-workshop-cambridge-uk-13th-of-april-2015">HyperSpy Workshop &#64; Cambridge (UK), 13th of April 2015</a><a class="headerlink" href="#hyperspy-workshop-cambridge-uk-13th-of-april-2015" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/cambridge2015.html#hyperspy-workshop-cambridge-uk-13th-of-april-2015">HyperSpy Workshop &#64; Cambridge (UK), 13th of April 2015</a><a class="headerlink" href="#hyperspy-workshop-cambridge-uk-13th-of-april-2015" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2015-03-18 00:00:00</em></p>
 <p>Multi-dimensional data analysis with Python and HyperSpy Workshop. Registration and more information
 <a class="reference external" href="http://cook.msm.cam.ac.uk/~hyperspy/">here</a>.</p>
 </section>
 <section id="hyperspy-0-8-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.8.html#hyperspy-0-8-has-been-released">HyperSpy 0.8  has been released!</a><a class="headerlink" href="#hyperspy-0-8-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.8.html#hyperspy-0-8-has-been-released">HyperSpy 0.8  has been released!</a><a class="headerlink" href="#hyperspy-0-8-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2015-04-07 00:00:00</em></p>
 <p>We are proud to announce a new release of Hyperspy.</p>
 <p><a class="feed-more reference internal" href="news/release_0.8.html#hyperspy-0-8-has-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-0-7-3-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.7.3.html#hyperspy-0-7-3-has-been-released">HyperSpy 0.7.3  has been released!</a><a class="headerlink" href="#hyperspy-0-7-3-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.7.3.html#hyperspy-0-7-3-has-been-released">HyperSpy 0.7.3  has been released!</a><a class="headerlink" href="#hyperspy-0-7-3-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2014-08-22 00:00:00</em></p>
 <p>New maintenance release to solve a library compatibility issue.</p>
 <p><a class="feed-more reference internal" href="news/release_0.7.3.html#hyperspy-0-7-3-has-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-0-7-2-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.7.2.html#hyperspy-0-7-2-has-been-released">HyperSpy 0.7.2  has been released!</a><a class="headerlink" href="#hyperspy-0-7-2-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.7.2.html#hyperspy-0-7-2-has-been-released">HyperSpy 0.7.2  has been released!</a><a class="headerlink" href="#hyperspy-0-7-2-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2014-08-22 00:00:00</em></p>
 <p>We are proud to announce a new maintenance release of Hyperspy.</p>
 <p><a class="feed-more reference internal" href="news/release_0.7.2.html#hyperspy-0-7-2-has-been-released">Read more…</a></p>
 </section>
 <section id="new-demos-section">
-<h2><a class="feed-ref reference internal" href="news/new_demos_section.html#new-demos-section">New demos section</a><a class="headerlink" href="#new-demos-section" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/new_demos_section.html#new-demos-section">New demos section</a><a class="headerlink" href="#new-demos-section" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2014-06-19 00:00:00</em></p>
 <p>The examples section in the HyperSpy website has been replaced by a new <a class="reference external" href="https://nbviewer.ipython.org/github/hyperspy/hyperspy-demos/tree/master/">demos</a>
 section.</p>
 <p><a class="feed-more reference internal" href="news/new_demos_section.html#new-demos-section">Read more…</a></p>
 </section>
 <section id="hyperspy-0-7-1-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.7.1.html#hyperspy-0-7-1-has-been-released">HyperSpy 0.7.1  has been released!</a><a class="headerlink" href="#hyperspy-0-7-1-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.7.1.html#hyperspy-0-7-1-has-been-released">HyperSpy 0.7.1  has been released!</a><a class="headerlink" href="#hyperspy-0-7-1-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2014-06-18 00:00:00</em></p>
 <p>We are proud to announce a new maintenance release of Hyperspy.</p>
 <p><a class="feed-more reference internal" href="news/release_0.7.1.html#hyperspy-0-7-1-has-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-practical-at-the-superstem-summer-school">
-<h2><a class="feed-ref reference internal" href="news/superstem2014.html#hyperspy-practical-at-the-superstem-summer-school">HyperSpy practical at the SuperSTEM Summer School</a><a class="headerlink" href="#hyperspy-practical-at-the-superstem-summer-school" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/superstem2014.html#hyperspy-practical-at-the-superstem-summer-school">HyperSpy practical at the SuperSTEM Summer School</a><a class="headerlink" href="#hyperspy-practical-at-the-superstem-summer-school" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2014-06-18 00:00:00</em></p>
 <p>The 6th biennial SuperSTEM Summer School (4-7 July 2014, Daresbury UK) includes
 a HyperSpy practial.</p>
 <p><a class="feed-more reference internal" href="news/superstem2014.html#hyperspy-practical-at-the-superstem-summer-school">Read more…</a></p>
 </section>
 <section id="hyperspy-training-at-the-imc2014">
-<h2><a class="feed-ref reference internal" href="news/IMC2014.html#hyperspy-training-at-the-imc2014">HyperSpy training at the IMC2014</a><a class="headerlink" href="#hyperspy-training-at-the-imc2014" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/IMC2014.html#hyperspy-training-at-the-imc2014">HyperSpy training at the IMC2014</a><a class="headerlink" href="#hyperspy-training-at-the-imc2014" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2014-04-01 00:00:00</em></p>
 <p>HyperSpy training at the IMC2014 on the 7th of September 2014 in Prague, Czech Republic.</p>
 <p><a class="feed-more reference internal" href="news/IMC2014.html#hyperspy-training-at-the-imc2014">Read more…</a></p>
 </section>
 <section id="hyperspy-talks-and-training-at-shire2014">
-<h2><a class="feed-ref reference internal" href="news/shire2014.html#hyperspy-talks-and-training-at-shire2014">HyperSpy talks and training at SHIRE2014</a><a class="headerlink" href="#hyperspy-talks-and-training-at-shire2014" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/shire2014.html#hyperspy-talks-and-training-at-shire2014">HyperSpy talks and training at SHIRE2014</a><a class="headerlink" href="#hyperspy-talks-and-training-at-shire2014" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2014-04-01 00:00:00</em></p>
 <p>Two HyperSpy-related talks and a HyperSpy training &#64; SHIRE2014 on the 10-11
 April 2014 in Sheffield, UK.</p>
 <p><a class="feed-more reference internal" href="news/shire2014.html#hyperspy-talks-and-training-at-shire2014">Read more…</a></p>
 </section>
 <section id="hyperspy-0-7-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.7.html#hyperspy-0-7-has-been-released">HyperSpy 0.7  has been released!</a><a class="headerlink" href="#hyperspy-0-7-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.7.html#hyperspy-0-7-has-been-released">HyperSpy 0.7  has been released!</a><a class="headerlink" href="#hyperspy-0-7-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2014-04-01 00:00:00</em></p>
 <p>We are proud to announce a new release of Hyperspy.</p>
 <p><a class="feed-more reference internal" href="news/release_0.7.html#hyperspy-0-7-has-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-0-6-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.6.html#hyperspy-0-6-has-been-released">HyperSpy 0.6  has been released!</a><a class="headerlink" href="#hyperspy-0-6-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.6.html#hyperspy-0-6-has-been-released">HyperSpy 0.6  has been released!</a><a class="headerlink" href="#hyperspy-0-6-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2013-06-04 00:00:00</em></p>
 <p>We are proud to announce a new release of HyperSpy.</p>
 <p><a class="feed-more reference internal" href="news/release_0.6.html#hyperspy-0-6-has-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-tutorial-at-the-sfmu2013">
-<h2><a class="feed-ref reference internal" href="news/sfmu2013.html#hyperspy-tutorial-at-the-sfmu2013">HyperSpy tutorial at the SFmu2013</a><a class="headerlink" href="#hyperspy-tutorial-at-the-sfmu2013" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/sfmu2013.html#hyperspy-tutorial-at-the-sfmu2013">HyperSpy tutorial at the SFmu2013</a><a class="headerlink" href="#hyperspy-tutorial-at-the-sfmu2013" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2013-06-04 00:00:00</em></p>
 <p>A tutorial on analysis of multidimensional spectra using HyperSpy is
 available as part of the official program of SFMu 2013.</p>
 <p><a class="feed-more reference internal" href="news/sfmu2013.html#hyperspy-tutorial-at-the-sfmu2013">Read more…</a></p>
 </section>
 <section id="hyperspy-0-5-1-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.5.1.html#hyperspy-0-5-1-has-been-released">HyperSpy 0.5.1  has been released!</a><a class="headerlink" href="#hyperspy-0-5-1-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.5.1.html#hyperspy-0-5-1-has-been-released">HyperSpy 0.5.1  has been released!</a><a class="headerlink" href="#hyperspy-0-5-1-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2012-09-28 00:00:00</em></p>
 <p>We are proud to announce a new release of HyperSpy.</p>
 <p><a class="feed-more reference internal" href="news/release_0.5.1.html#hyperspy-0-5-1-has-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-0-5-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.5.html#hyperspy-0-5-has-been-released">HyperSpy 0.5  has been released!</a><a class="headerlink" href="#hyperspy-0-5-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.5.html#hyperspy-0-5-has-been-released">HyperSpy 0.5  has been released!</a><a class="headerlink" href="#hyperspy-0-5-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2012-09-08 00:00:00</em></p>
 <p>We are proud to announce a new release of HyperSpy.</p>
 <p><a class="feed-more reference internal" href="news/release_0.5.html#hyperspy-0-5-has-been-released">Read more…</a></p>
 </section>
 <section id="new-release-of-importrpl">
-<h2><a class="feed-ref reference internal" href="news/release_importrpl.html#new-release-of-importrpl">New release of ImportRPL</a><a class="headerlink" href="#new-release-of-importrpl" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_importrpl.html#new-release-of-importrpl">New release of ImportRPL</a><a class="headerlink" href="#new-release-of-importrpl" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2012-02-29 00:00:00</em></p>
 <p>We are proud to announce a new release of the ImportRPL  Digital Micrograph plugin.</p>
 <p><a class="feed-more reference internal" href="news/release_importrpl.html#new-release-of-importrpl">Read more…</a></p>
 </section>
 <section id="hyperspy-0-4-1-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.4.1.html#hyperspy-0-4-1-has-been-released">HyperSpy 0.4.1  has been released!</a><a class="headerlink" href="#hyperspy-0-4-1-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.4.1.html#hyperspy-0-4-1-has-been-released">HyperSpy 0.4.1  has been released!</a><a class="headerlink" href="#hyperspy-0-4-1-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2012-04-16 00:00:00</em></p>
 <p>We are proud to announce a new release of HyperSpy.</p>
 <p><a class="feed-more reference internal" href="news/release_0.4.1.html#hyperspy-0-4-1-has-been-released">Read more…</a></p>
 </section>
 <section id="hyperspy-0-4-has-been-released">
-<h2><a class="feed-ref reference internal" href="news/release_0.4.html#hyperspy-0-4-has-been-released">HyperSpy 0.4  has been released!</a><a class="headerlink" href="#hyperspy-0-4-has-been-released" title="Permalink to this headline">¶</a></h2>
+<h2><a class="feed-ref reference internal" href="news/release_0.4.html#hyperspy-0-4-has-been-released">HyperSpy 0.4  has been released!</a><a class="headerlink" href="#hyperspy-0-4-has-been-released" title="Permalink to this heading">¶</a></h2>
 <p class="feed-meta">Published on <em class="feed-date">2012-02-29 00:00:00</em></p>
 <p>We are proud to announce a new release of HyperSpy.</p>
 <p><a class="feed-more reference internal" href="news/release_0.4.html#hyperspy-0-4-has-been-released">Read more…</a></p>
@@ -412,7 +415,7 @@ <h2><a class="feed-ref reference internal" href="news/release_0.4.html#hyperspy-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news.rss b/news.rss
index 754e198..be15f3c 100644
--- a/news.rss
+++ b/news.rss
@@ -4,7 +4,7 @@
     <title>HyperSpy News</title>
     <link>https://hyperspy.org/</link>
     <description></description>
-    <lastBuildDate>Tue, 26 Apr 2022 20:50:16 GMT</lastBuildDate>
+    <lastBuildDate>Thu, 18 May 2023 07:51:33 GMT</lastBuildDate>
     <generator>sphinxcontrib-newsfeed</generator>
     <item>
       <title>HyperSpy 1.6.0 has been released!</title>
@@ -43,9 +43,9 @@ details.&lt;/p&gt;
       <title>HyperSpy 1.5  has been released!</title>
       <link>https://hyperspy.org/news/release_1.5.html</link>
       <description>&lt;div class="compound"&gt;
-&lt;p class="compound-first"&gt;We are pleased to announce the release of HyperSpy 1.5. See the &lt;a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-5"&gt;changelog&lt;/a&gt; for
+&lt;p&gt;We are pleased to announce the release of HyperSpy 1.5. See the &lt;a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-5"&gt;changelog&lt;/a&gt; for
 details.&lt;/p&gt;
-&lt;p class="compound-last"&gt;We have also released hyperspy-gui-traitsui 1.2 and hyperspy-gui-ipywidgets
+&lt;p&gt;We have also released hyperspy-gui-traitsui 1.2 and hyperspy-gui-ipywidgets
 1.2. Older versions are not compatible with HyperSpy 1.5, so those packages needs to be upgraded as well.&lt;/p&gt;
 &lt;/div&gt;
 </description>
@@ -67,12 +67,12 @@ details.&lt;/p&gt;
       <title>HyperSpy 1.4  has been released!</title>
       <link>https://hyperspy.org/news/release_1.4.html</link>
       <description>&lt;div class="compound"&gt;
-&lt;p class="compound-first"&gt;We are pleased to announce the release of HyperSpy 1.4. See the &lt;a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-4"&gt;changelog&lt;/a&gt; for
+&lt;p&gt;We are pleased to announce the release of HyperSpy 1.4. See the &lt;a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-4"&gt;changelog&lt;/a&gt; for
 details.&lt;/p&gt;
-&lt;p class="compound-middle"&gt;We have also released hyperspy-gui-traitsui 1.1.0 and hyperspy-gui-ipywidgets
+&lt;p&gt;We have also released hyperspy-gui-traitsui 1.1.0 and hyperspy-gui-ipywidgets
 1.1.0. It is recommended to upgrade these packages when upgrading HyperSpy
 to version 1.4.&lt;/p&gt;
-&lt;p class="compound-last"&gt;There is also a new release of HyperSpy Bundle 2018.09.04 for Microsoft Windows.
+&lt;p&gt;There is also a new release of HyperSpy Bundle 2018.09.04 for Microsoft Windows.
 It includes the packages mentioned above and the latest development version
 of HyperSpyUI. You can download it from the
 &lt;a class="reference external" href="https://github.com/hyperspy/hyperspy-bundle/releases"&gt;project’s GitHub repository&lt;/a&gt;.&lt;/p&gt;
@@ -85,11 +85,11 @@ of HyperSpyUI. You can download it from the
       <title>HyperSpy 1.3.2  has been released!</title>
       <link>https://hyperspy.org/news/release_1.3.2.html</link>
       <description>&lt;div class="compound"&gt;
-&lt;p class="compound-first"&gt;We are pleased to announce the release of HyperSpy 1.3.2&lt;/p&gt;
-&lt;p class="compound-middle"&gt;This is a maintenance release. Follow the following links for details on all
+&lt;p&gt;We are pleased to announce the release of HyperSpy 1.3.2&lt;/p&gt;
+&lt;p&gt;This is a maintenance release. Follow the following links for details on all
 the &lt;a class="reference external" href="https://github.com/hyperspy/hyperspy/issues?q=milestone%3Av1.3.2+label%3A%22type%3A+bug%22"&gt;bugs fixed&lt;/a&gt;
 and &lt;a class="reference external" href="https://github.com/hyperspy/hyperspy/issues?utf8=%E2%9C%93&amp;amp;q=milestone%3Av1.3.2+label%3A%22type%3A+enhancement%22+"&gt;enhancements&lt;/a&gt;.&lt;/p&gt;
-&lt;p class="compound-last"&gt;Note: since v1.3.1 the HyperSpy WinPython Bundle distribution is
+&lt;p&gt;Note: since v1.3.1 the HyperSpy WinPython Bundle distribution is
 not released in sync with HyperSpy. For HyperSpy WinPython Bundle
 releases see &lt;a class="reference external" href="https://github.com/hyperspy/hyperspy-bundle"&gt;https://github.com/hyperspy/hyperspy-bundle&lt;/a&gt;&lt;/p&gt;
 &lt;/div&gt;
@@ -112,11 +112,11 @@ a HyperSpy practial.&lt;/p&gt;
       <title>HyperSpy 1.3.1  has been released!</title>
       <link>https://hyperspy.org/news/release_1.3.1.html</link>
       <description>&lt;div class="compound"&gt;
-&lt;p class="compound-first"&gt;We are pleased to announce the release of HyperSpy 1.3.1&lt;/p&gt;
-&lt;p class="compound-middle"&gt;This is a maintenance release. Follow the following links for details on all
+&lt;p&gt;We are pleased to announce the release of HyperSpy 1.3.1&lt;/p&gt;
+&lt;p&gt;This is a maintenance release. Follow the following links for details on all
 the &lt;a class="reference external" href="https://github.com/hyperspy/hyperspy/issues?q=label%3Abug+is%3Aclosed+milestone%3Av1.3.1"&gt;bugs fixed&lt;/a&gt;
 and &lt;a class="reference external" href="https://github.com/hyperspy/hyperspy/issues?q=is%3Aclosed+milestone%3Av1.3.1+label%3Aenhancement"&gt;enhancements&lt;/a&gt;.&lt;/p&gt;
-&lt;p class="compound-last"&gt;Starting with this version, the HyperSpy WinPython Bundle distribution is
+&lt;p&gt;Starting with this version, the HyperSpy WinPython Bundle distribution is
 no longer released in sync with HyperSpy. For HyperSpy WinPython Bundle
 releases see &lt;a class="reference external" href="https://github.com/hyperspy/hyperspy-bundle"&gt;https://github.com/hyperspy/hyperspy-bundle&lt;/a&gt;&lt;/p&gt;
 &lt;/div&gt;
@@ -138,8 +138,8 @@ releases see &lt;a class="reference external" href="https://github.com/hyperspy/
       <title>HyperSpy 1.3  has been released!</title>
       <link>https://hyperspy.org/news/release_1.3.html</link>
       <description>&lt;div class="compound"&gt;
-&lt;p class="compound-first"&gt;We are pleased to announce the release of HyperSpy 1.3&lt;/p&gt;
-&lt;p class="compound-last"&gt;This is a minor release that includes multiple new features, enhances and bug fixes. See the &lt;a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-3" title="(in HyperSpy v1.7.0)"&gt;&lt;span class="xref std std-ref"&gt;the changelist&lt;/span&gt;&lt;/a&gt; for details.&lt;/p&gt;
+&lt;p&gt;We are pleased to announce the release of HyperSpy 1.3&lt;/p&gt;
+&lt;p&gt;This is a minor release that includes multiple new features, enhances and bug fixes. See the &lt;a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-3" title="(in HyperSpy v1.7.5)"&gt;&lt;span class="xref std std-ref"&gt;the changelist&lt;/span&gt;&lt;/a&gt; for details.&lt;/p&gt;
 &lt;/div&gt;
 </description>
       <guid>https://hyperspy.org/news/release_1.3.html</guid>
@@ -149,8 +149,8 @@ releases see &lt;a class="reference external" href="https://github.com/hyperspy/
       <title>HyperSpy 1.2  has been released!</title>
       <link>https://hyperspy.org/news/release_1.2.html</link>
       <description>&lt;div class="compound"&gt;
-&lt;p class="compound-first"&gt;We are pleased to announce the release of HyperSpy 1.2&lt;/p&gt;
-&lt;p class="compound-last"&gt;This is a minor release that includes multiple new features, enhances and bug fixes. See the &lt;a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-2" title="(in HyperSpy v1.7.0)"&gt;&lt;span class="xref std std-ref"&gt;the changelist&lt;/span&gt;&lt;/a&gt; for details.&lt;/p&gt;
+&lt;p&gt;We are pleased to announce the release of HyperSpy 1.2&lt;/p&gt;
+&lt;p&gt;This is a minor release that includes multiple new features, enhances and bug fixes. See the &lt;a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-2" title="(in HyperSpy v1.7.5)"&gt;&lt;span class="xref std std-ref"&gt;the changelist&lt;/span&gt;&lt;/a&gt; for details.&lt;/p&gt;
 &lt;/div&gt;
 </description>
       <guid>https://hyperspy.org/news/release_1.2.html</guid>
@@ -160,8 +160,8 @@ releases see &lt;a class="reference external" href="https://github.com/hyperspy/
       <title>HyperSpy 1.1.2  has been released!</title>
       <link>https://hyperspy.org/news/release_1.1.2.html</link>
       <description>&lt;div class="compound"&gt;
-&lt;p class="compound-first"&gt;We are pleased to announce the release of HyperSpy 1.1.2&lt;/p&gt;
-&lt;p class="compound-last"&gt;This is a maintenance release. Follow the following links for details on all
+&lt;p&gt;We are pleased to announce the release of HyperSpy 1.1.2&lt;/p&gt;
+&lt;p&gt;This is a maintenance release. Follow the following links for details on all
 the &lt;a class="reference external" href="https://github.com/hyperspy/hyperspy/issues?q=label%3Abug+is%3Aclosed+milestone%3Av1.1.2"&gt;bugs fixed&lt;/a&gt;
 and &lt;a class="reference external" href="https://github.com/hyperspy/hyperspy/issues?q=is%3Aclosed+milestone%3Av1.1.2+label%3Aenhancement"&gt;enhancements&lt;/a&gt;.&lt;/p&gt;
 &lt;/div&gt;
@@ -193,8 +193,8 @@ and &lt;a class="reference external" href="https://github.com/hyperspy/hyperspy/
       <title>Scipy2016 HyperSpy talk</title>
       <link>https://hyperspy.org/news/scipy2016_talk.html</link>
       <description>&lt;div class="compound"&gt;
-&lt;p class="compound-first"&gt;Watch online Tomas Ostaševičius presenting “HyperSpy: How to Easily Bend Multi-dimensional Data to your Analytical Will” at the &lt;a class="reference external" href="https://scipy2016.scipy.org"&gt;SciPy2016 conference&lt;/a&gt;.&lt;/p&gt;
-&lt;div class="compound-last"&gt;&lt;iframe width="854" height="480" src="https://www.youtube.com/embed/kVlf3bMZcsc" frameborder="0" allowfullscreen&gt;&lt;/iframe&gt;&lt;/div&gt;&lt;/div&gt;
+&lt;p&gt;Watch online Tomas Ostaševičius presenting “HyperSpy: How to Easily Bend Multi-dimensional Data to your Analytical Will” at the &lt;a class="reference external" href="https://scipy2016.scipy.org"&gt;SciPy2016 conference&lt;/a&gt;.&lt;/p&gt;
+&lt;iframe width="854" height="480" src="https://www.youtube.com/embed/kVlf3bMZcsc" frameborder="0" allowfullscreen&gt;&lt;/iframe&gt;&lt;/div&gt;
 </description>
       <guid>https://hyperspy.org/news/scipy2016_talk.html</guid>
       <pubDate>Fri, 15 Jul 2016 00:00:00 GMT</pubDate>
@@ -285,8 +285,8 @@ Norway. There area only 20 places available. Registration to the conference is r
       <title>Citing HyperSpy</title>
       <link>https://hyperspy.org/news/doi.html</link>
       <description>&lt;div class="compound"&gt;
-&lt;p class="compound-first"&gt;HyperSpy can now be cited using our brand new D.O.I. See &lt;a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/citing.html"&gt;how to cite HyperSpy&lt;/a&gt; or click on the DOI badge below for details.&lt;/p&gt;
-&lt;a class="compound-last reference external image-reference" href="https://dx.doi.org/10.5281/zenodo.16850"&gt;&lt;img alt="https://zenodo.org/badge/doi/10.5281/zenodo.16850.svg" src="https://zenodo.org/badge/doi/10.5281/zenodo.16850.svg" /&gt;&lt;/a&gt;
+&lt;p&gt;HyperSpy can now be cited using our brand new D.O.I. See &lt;a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/citing.html"&gt;how to cite HyperSpy&lt;/a&gt; or click on the DOI badge below for details.&lt;/p&gt;
+&lt;a class="reference external image-reference" href="https://dx.doi.org/10.5281/zenodo.16850"&gt;&lt;img alt="https://zenodo.org/badge/doi/10.5281/zenodo.16850.svg" src="https://zenodo.org/badge/doi/10.5281/zenodo.16850.svg" /&gt;&lt;/a&gt;
 &lt;/div&gt;
 </description>
       <guid>https://hyperspy.org/news/doi.html</guid>
diff --git a/news/EMC2016.html b/news/EMC2016.html
index be92cae..cf6f948 100644
--- a/news/EMC2016.html
+++ b/news/EMC2016.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy workshop at EMC2016 &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/EMC2016.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-workshop-at-emc2016">
-<h1>HyperSpy workshop at EMC2016<a class="headerlink" href="#hyperspy-workshop-at-emc2016" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy workshop at EMC2016<a class="headerlink" href="#hyperspy-workshop-at-emc2016" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2016-05-06 00:00:00</em></p>
 <p>We are happy to announce a HyperSpy workshop at the <a class="reference external" href="http://emc2016.fr">16th European Microscopy Congress (EMC 2016)</a>. The workshop will take place on the 27th of August 2016 in Lyon, France.</p>
 <p>More information and registration <a class="reference external" href="http://emc2016.fr/en/pre-congress">at the conference website</a>.</p>
@@ -137,7 +140,7 @@ <h1>HyperSpy workshop at EMC2016<a class="headerlink" href="#hyperspy-workshop-a
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/IMC2014.html b/news/IMC2014.html
index dca89b3..7e5e2da 100644
--- a/news/IMC2014.html
+++ b/news/IMC2014.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy training at the IMC2014 &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/IMC2014.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-training-at-the-imc2014">
-<h1>HyperSpy training at the IMC2014<a class="headerlink" href="#hyperspy-training-at-the-imc2014" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy training at the IMC2014<a class="headerlink" href="#hyperspy-training-at-the-imc2014" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2014-04-01 00:00:00</em></p>
 <p>HyperSpy training at the IMC2014 on the 7th of September 2014 in Prague, Czech Republic.</p>
 <p>Registration and more information <a class="reference external" href="http://www.imc2014.com/index.php?page=pena">here</a>.</p>
@@ -135,7 +138,7 @@ <h1>HyperSpy training at the IMC2014<a class="headerlink" href="#hyperspy-traini
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/SCANDEM2016.html b/news/SCANDEM2016.html
index d13bda8..ec63a21 100644
--- a/news/SCANDEM2016.html
+++ b/news/SCANDEM2016.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy workshop at SCANDEM2016 &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/SCANDEM2016.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-workshop-at-scandem2016">
-<h1>HyperSpy workshop at SCANDEM2016<a class="headerlink" href="#hyperspy-workshop-at-scandem2016" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy workshop at SCANDEM2016<a class="headerlink" href="#hyperspy-workshop-at-scandem2016" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2016-03-18 00:00:00</em></p>
 <p>We are happy to announce a HyperSpy workshop at the SCANDEM2016 conference. The workshop will take place on the 7th of June 2016 in Trondheim,
 Norway. There area only 20 places available. Registration to the conference is required to register to the workshop.</p>
@@ -138,7 +141,7 @@ <h1>HyperSpy workshop at SCANDEM2016<a class="headerlink" href="#hyperspy-worksh
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/cambridge2015.html b/news/cambridge2015.html
index 36938cb..606ffbf 100644
--- a/news/cambridge2015.html
+++ b/news/cambridge2015.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy Workshop @ Cambridge (UK), 13th of April 2015 &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/cambridge2015.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-workshop-cambridge-uk-13th-of-april-2015">
-<h1>HyperSpy Workshop &#64; Cambridge (UK), 13th of April 2015<a class="headerlink" href="#hyperspy-workshop-cambridge-uk-13th-of-april-2015" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy Workshop &#64; Cambridge (UK), 13th of April 2015<a class="headerlink" href="#hyperspy-workshop-cambridge-uk-13th-of-april-2015" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2015-03-18 00:00:00</em></p>
 <p>Multi-dimensional data analysis with Python and HyperSpy Workshop. Registration and more information
 <a class="reference external" href="http://cook.msm.cam.ac.uk/~hyperspy/">here</a>.</p>
@@ -135,7 +138,7 @@ <h1>HyperSpy Workshop &#64; Cambridge (UK), 13th of April 2015<a class="headerli
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/doi.html b/news/doi.html
index 909a1a5..37abc9d 100644
--- a/news/doi.html
+++ b/news/doi.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>Citing HyperSpy &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/doi.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="citing-hyperspy">
-<h1>Citing HyperSpy<a class="headerlink" href="#citing-hyperspy" title="Permalink to this headline">¶</a></h1>
+<h1>Citing HyperSpy<a class="headerlink" href="#citing-hyperspy" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2015-04-15 00:00:00</em></p>
 <p>HyperSpy can now be cited using our brand new D.O.I. See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/citing.html">how to cite HyperSpy</a> or click on the DOI badge below for details.</p>
 <a class="reference external image-reference" href="https://dx.doi.org/10.5281/zenodo.16850"><img alt="https://zenodo.org/badge/doi/10.5281/zenodo.16850.svg" src="https://zenodo.org/badge/doi/10.5281/zenodo.16850.svg" /></a>
@@ -135,7 +138,7 @@ <h1>Citing HyperSpy<a class="headerlink" href="#citing-hyperspy" title="Permalin
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/interactive_demos.html b/news/interactive_demos.html
index 5c2fa9e..dee2b3f 100644
--- a/news/interactive_demos.html
+++ b/news/interactive_demos.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>New interactive demos &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/interactive_demos.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="new-interactive-demos">
-<h1>New interactive demos<a class="headerlink" href="#new-interactive-demos" title="Permalink to this headline">¶</a></h1>
+<h1>New interactive demos<a class="headerlink" href="#new-interactive-demos" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2018-02-28 00:00:00</em></p>
 <p>Interactive demos have been added to HyperSpy!</p>
 <p>The demos (available in the <a href="https://github.com/hyperspy/hyperspy-demos" target="_blank">hyperspy-demos</a> repository) are Jupyter notebooks and have
@@ -141,7 +144,7 @@ <h1>New interactive demos<a class="headerlink" href="#new-interactive-demos" tit
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/new_demos_scandem.html b/news/new_demos_scandem.html
index ddc74dd..b9b078b 100644
--- a/news/new_demos_scandem.html
+++ b/news/new_demos_scandem.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>New demos added &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/new_demos_scandem.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="new-demos-added">
-<h1>New demos added<a class="headerlink" href="#new-demos-added" title="Permalink to this headline">¶</a></h1>
+<h1>New demos added<a class="headerlink" href="#new-demos-added" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2016-06-17 00:00:00</em></p>
 <p>The existing
 <a class="reference external" href="http://nbviewer.jupyter.org/github/hyperspy/hyperspy-demos/tree/master/">demos</a> have been updated and three new demos have been added.</p>
@@ -147,7 +150,7 @@ <h1>New demos added<a class="headerlink" href="#new-demos-added" title="Permalin
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/new_demos_section.html b/news/new_demos_section.html
index 72786e8..3f7fe6f 100644
--- a/news/new_demos_section.html
+++ b/news/new_demos_section.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>New demos section &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/new_demos_section.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="new-demos-section">
-<h1>New demos section<a class="headerlink" href="#new-demos-section" title="Permalink to this headline">¶</a></h1>
+<h1>New demos section<a class="headerlink" href="#new-demos-section" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2014-06-19 00:00:00</em></p>
 <p>The examples section in the HyperSpy website has been replaced by a new <a class="reference external" href="https://nbviewer.ipython.org/github/hyperspy/hyperspy-demos/tree/master/">demos</a>
 section.</p>
@@ -141,7 +144,7 @@ <h1>New demos section<a class="headerlink" href="#new-demos-section" title="Perm
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.4.1.html b/news/release_0.4.1.html
index 584c5c7..7e63412 100644
--- a/news/release_0.4.1.html
+++ b/news/release_0.4.1.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.4.1 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.4.1.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-4-1-has-been-released">
-<h1>HyperSpy 0.4.1  has been released!<a class="headerlink" href="#hyperspy-0-4-1-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.4.1  has been released!<a class="headerlink" href="#hyperspy-0-4-1-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2012-04-16 00:00:00</em></p>
 <p>We are proud to announce a new release of HyperSpy.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-4-1">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.4.1  has been released!<a class="headerlink" href="#hyperspy-0-4-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.4.html b/news/release_0.4.html
index ab81383..6b6f17b 100644
--- a/news/release_0.4.html
+++ b/news/release_0.4.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.4 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.4.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-4-has-been-released">
-<h1>HyperSpy 0.4  has been released!<a class="headerlink" href="#hyperspy-0-4-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.4  has been released!<a class="headerlink" href="#hyperspy-0-4-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2012-02-29 00:00:00</em></p>
 <p>We are proud to announce a new release of HyperSpy.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-4">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.4  has been released!<a class="headerlink" href="#hyperspy-0-4-ha
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.5.1.html b/news/release_0.5.1.html
index d322c9f..33ec204 100644
--- a/news/release_0.5.1.html
+++ b/news/release_0.5.1.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.5.1 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.5.1.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-5-1-has-been-released">
-<h1>HyperSpy 0.5.1  has been released!<a class="headerlink" href="#hyperspy-0-5-1-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.5.1  has been released!<a class="headerlink" href="#hyperspy-0-5-1-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2012-09-28 00:00:00</em></p>
 <p>We are proud to announce a new release of HyperSpy.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-5-1">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.5.1  has been released!<a class="headerlink" href="#hyperspy-0-5-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.5.html b/news/release_0.5.html
index a77adc5..bb5d916 100644
--- a/news/release_0.5.html
+++ b/news/release_0.5.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.5 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.5.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-5-has-been-released">
-<h1>HyperSpy 0.5  has been released!<a class="headerlink" href="#hyperspy-0-5-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.5  has been released!<a class="headerlink" href="#hyperspy-0-5-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2012-09-08 00:00:00</em></p>
 <p>We are proud to announce a new release of HyperSpy.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-5">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.5  has been released!<a class="headerlink" href="#hyperspy-0-5-ha
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.6.html b/news/release_0.6.html
index 64fef8d..4627d67 100644
--- a/news/release_0.6.html
+++ b/news/release_0.6.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.6 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.6.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-6-has-been-released">
-<h1>HyperSpy 0.6  has been released!<a class="headerlink" href="#hyperspy-0-6-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.6  has been released!<a class="headerlink" href="#hyperspy-0-6-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2013-06-04 00:00:00</em></p>
 <p>We are proud to announce a new release of HyperSpy.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-6">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.6  has been released!<a class="headerlink" href="#hyperspy-0-6-ha
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.7.1.html b/news/release_0.7.1.html
index f02e31e..dc42548 100644
--- a/news/release_0.7.1.html
+++ b/news/release_0.7.1.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.7.1 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.7.1.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-7-1-has-been-released">
-<h1>HyperSpy 0.7.1  has been released!<a class="headerlink" href="#hyperspy-0-7-1-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.7.1  has been released!<a class="headerlink" href="#hyperspy-0-7-1-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2014-06-18 00:00:00</em></p>
 <p>We are proud to announce a new maintenance release of Hyperspy.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-7">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.7.1  has been released!<a class="headerlink" href="#hyperspy-0-7-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.7.2.html b/news/release_0.7.2.html
index 4268010..57dfe28 100644
--- a/news/release_0.7.2.html
+++ b/news/release_0.7.2.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.7.2 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.7.2.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-7-2-has-been-released">
-<h1>HyperSpy 0.7.2  has been released!<a class="headerlink" href="#hyperspy-0-7-2-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.7.2  has been released!<a class="headerlink" href="#hyperspy-0-7-2-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2014-08-22 00:00:00</em></p>
 <p>We are proud to announce a new maintenance release of Hyperspy.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-7-2">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.7.2  has been released!<a class="headerlink" href="#hyperspy-0-7-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.7.3.html b/news/release_0.7.3.html
index d4bc8e0..df942c5 100644
--- a/news/release_0.7.3.html
+++ b/news/release_0.7.3.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.7.3 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.7.3.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-7-3-has-been-released">
-<h1>HyperSpy 0.7.3  has been released!<a class="headerlink" href="#hyperspy-0-7-3-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.7.3  has been released!<a class="headerlink" href="#hyperspy-0-7-3-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2014-08-22 00:00:00</em></p>
 <p>New maintenance release to solve a library compatibility issue.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-7-3">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.7.3  has been released!<a class="headerlink" href="#hyperspy-0-7-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.7.html b/news/release_0.7.html
index c8c6f80..a6833fe 100644
--- a/news/release_0.7.html
+++ b/news/release_0.7.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.7 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.7.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-7-has-been-released">
-<h1>HyperSpy 0.7  has been released!<a class="headerlink" href="#hyperspy-0-7-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.7  has been released!<a class="headerlink" href="#hyperspy-0-7-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2014-04-01 00:00:00</em></p>
 <p>We are proud to announce a new release of Hyperspy.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-7">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.7  has been released!<a class="headerlink" href="#hyperspy-0-7-ha
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.8.1.html b/news/release_0.8.1.html
index 9df6ea1..f14874e 100644
--- a/news/release_0.8.1.html
+++ b/news/release_0.8.1.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.8.1 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.8.1.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-8-1-has-been-released">
-<h1>HyperSpy 0.8.1  has been released!<a class="headerlink" href="#hyperspy-0-8-1-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.8.1  has been released!<a class="headerlink" href="#hyperspy-0-8-1-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2015-08-12 00:00:00</em></p>
 <p>This is a maintenance release that fixes an issue with the Python installers. Those who have successfully installed v0.8.1 do not need to upgrade.</p>
 </section>
@@ -134,7 +137,7 @@ <h1>HyperSpy 0.8.1  has been released!<a class="headerlink" href="#hyperspy-0-8-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.8.2.html b/news/release_0.8.2.html
index 9e5c9b7..6b41367 100644
--- a/news/release_0.8.2.html
+++ b/news/release_0.8.2.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.8.2 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.8.2.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-8-2-has-been-released">
-<h1>HyperSpy 0.8.2  has been released!<a class="headerlink" href="#hyperspy-0-8-2-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.8.2  has been released!<a class="headerlink" href="#hyperspy-0-8-2-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2015-08-13 00:00:00</em></p>
 <p>We are proud to announce a new maitenance release of HyperSpy.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-8-1">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.8.2  has been released!<a class="headerlink" href="#hyperspy-0-8-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.8.4.html b/news/release_0.8.4.html
index 3e2c0ab..cb418c1 100644
--- a/news/release_0.8.4.html
+++ b/news/release_0.8.4.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.8.3 and 0.8.4 have been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.8.4.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-8-3-and-0-8-4-have-been-released">
-<h1>HyperSpy 0.8.3 and 0.8.4  have been released!<a class="headerlink" href="#hyperspy-0-8-3-and-0-8-4-have-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.8.3 and 0.8.4  have been released!<a class="headerlink" href="#hyperspy-0-8-3-and-0-8-4-have-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2016-03-03 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 0.8.3 and 0.8.4.</p>
 <p>HyperSpy 0.8.3 is a maintenance release that fixes 15 bugs, adds compatibility
@@ -144,7 +147,7 @@ <h1>HyperSpy 0.8.3 and 0.8.4  have been released!<a class="headerlink" href="#hy
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.8.5.html b/news/release_0.8.5.html
index 0f6b55c..078c2aa 100644
--- a/news/release_0.8.5.html
+++ b/news/release_0.8.5.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.8.5 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.8.5.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-8-5-has-been-released">
-<h1>HyperSpy 0.8.5  has been released!<a class="headerlink" href="#hyperspy-0-8-5-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.8.5  has been released!<a class="headerlink" href="#hyperspy-0-8-5-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2016-06-02 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 0.8.5.</p>
 <p>HyperSpy 0.8.5 is a maintenance release that: fixes 20 bugs; adds widgets to
@@ -139,7 +142,7 @@ <h1>HyperSpy 0.8.5  has been released!<a class="headerlink" href="#hyperspy-0-8-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_0.8.html b/news/release_0.8.html
index 8bf8f66..8c90373 100644
--- a/news/release_0.8.html
+++ b/news/release_0.8.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 0.8 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_0.8.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-0-8-has-been-released">
-<h1>HyperSpy 0.8  has been released!<a class="headerlink" href="#hyperspy-0-8-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 0.8  has been released!<a class="headerlink" href="#hyperspy-0-8-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2015-04-07 00:00:00</em></p>
 <p>We are proud to announce a new release of Hyperspy.</p>
 <p>See <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v0-8">changes since last release</a></p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 0.8  has been released!<a class="headerlink" href="#hyperspy-0-8-ha
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.0.1.html b/news/release_1.0.1.html
index 106f032..5115d5f 100644
--- a/news/release_1.0.1.html
+++ b/news/release_1.0.1.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.0.1 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.0.1.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-0-1-has-been-released">
-<h1>HyperSpy 1.0.1  has been released!<a class="headerlink" href="#hyperspy-1-0-1-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.0.1  has been released!<a class="headerlink" href="#hyperspy-1-0-1-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2016-07-27 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.0.1</p>
 <p>HyperSpy 1.0.1 is a maintenance. See
@@ -137,7 +140,7 @@ <h1>HyperSpy 1.0.1  has been released!<a class="headerlink" href="#hyperspy-1-0-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.0.html b/news/release_1.0.html
index 3246393..e6e700c 100644
--- a/news/release_1.0.html
+++ b/news/release_1.0.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.0 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.0.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-0-has-been-released">
-<h1>HyperSpy 1.0  has been released!<a class="headerlink" href="#hyperspy-1-0-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.0  has been released!<a class="headerlink" href="#hyperspy-1-0-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2016-07-14 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.0.</p>
 <p>HyperSpy 1.0 is a mayor release with too many new features to list here. See
@@ -137,7 +140,7 @@ <h1>HyperSpy 1.0  has been released!<a class="headerlink" href="#hyperspy-1-0-ha
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.1.2.html b/news/release_1.1.2.html
index 921bee8..36aa0f3 100644
--- a/news/release_1.1.2.html
+++ b/news/release_1.1.2.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.1.2 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.1.2.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-1-2-has-been-released">
-<h1>HyperSpy 1.1.2  has been released!<a class="headerlink" href="#hyperspy-1-1-2-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.1.2  has been released!<a class="headerlink" href="#hyperspy-1-1-2-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2016-01-12 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.1.2</p>
 <p>This is a maintenance release. Follow the following links for details on all
@@ -137,7 +140,7 @@ <h1>HyperSpy 1.1.2  has been released!<a class="headerlink" href="#hyperspy-1-1-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.1.html b/news/release_1.1.html
index 1044969..2fb1665 100644
--- a/news/release_1.1.html
+++ b/news/release_1.1.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.1 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.1.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,20 +116,20 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-1-has-been-released">
-<h1>HyperSpy 1.1  has been released!<a class="headerlink" href="#hyperspy-1-1-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.1  has been released!<a class="headerlink" href="#hyperspy-1-1-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2016-08-03 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.1</p>
 <p>This is a minor release. Follow the following links for details on all
 the <a class="reference external" href="https://github.com/hyperspy/hyperspy/issues?q=label%3Abug+is%3Aclosed+milestone%3A1.1">bugs fixed</a>.</p>
 <section id="new">
-<h2>NEW<a class="headerlink" href="#new" title="Permalink to this headline">¶</a></h2>
+<h2>NEW<a class="headerlink" href="#new" title="Permalink to this heading">¶</a></h2>
 <ul class="simple">
-<li><p><a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/signal.html#signal-transpose" title="(in HyperSpy v1.7.0)"><span>Transposing (changing signal spaces)</span></a>.</p></li>
-<li><p><a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/io.html#protochips-format" title="(in HyperSpy v1.7.0)"><span>Protochips log</span></a> reader.</p></li>
+<li><p><a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/signal.html#signal-transpose" title="(in HyperSpy v1.7.5)"><span>Transposing (changing signal spaces)</span></a>.</p></li>
+<li><p><a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/io.html#protochips-format" title="(in HyperSpy v1.7.5)"><span>Protochips log</span></a> reader.</p></li>
 </ul>
 </section>
 <section id="enhancements">
-<h2>Enhancements<a class="headerlink" href="#enhancements" title="Permalink to this headline">¶</a></h2>
+<h2>Enhancements<a class="headerlink" href="#enhancements" title="Permalink to this heading">¶</a></h2>
 <ul class="simple">
 <li><p><code class="xref py py-meth docutils literal notranslate"><span class="pre">fit()</span></code> takes a new algorithm, the global optimizer
 <cite>differential evolution</cite>.</p></li>
@@ -154,7 +157,7 @@ <h2>Enhancements<a class="headerlink" href="#enhancements" title="Permalink to t
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.2.html b/news/release_1.2.html
index 2079480..711e3ac 100644
--- a/news/release_1.2.html
+++ b/news/release_1.2.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.2 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.2.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,10 +116,10 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-2-has-been-released">
-<h1>HyperSpy 1.2  has been released!<a class="headerlink" href="#hyperspy-1-2-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.2  has been released!<a class="headerlink" href="#hyperspy-1-2-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2017-03-02 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.2</p>
-<p>This is a minor release that includes multiple new features, enhances and bug fixes. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-2" title="(in HyperSpy v1.7.0)"><span class="xref std std-ref">the changelist</span></a> for details.</p>
+<p>This is a minor release that includes multiple new features, enhances and bug fixes. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-2" title="(in HyperSpy v1.7.5)"><span class="xref std std-ref">the changelist</span></a> for details.</p>
 </section>
 
 
@@ -135,7 +138,7 @@ <h1>HyperSpy 1.2  has been released!<a class="headerlink" href="#hyperspy-1-2-ha
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.3.1.html b/news/release_1.3.1.html
index 487c74c..1eda9f6 100644
--- a/news/release_1.3.1.html
+++ b/news/release_1.3.1.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.3.1 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.3.1.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-3-1-has-been-released">
-<h1>HyperSpy 1.3.1  has been released!<a class="headerlink" href="#hyperspy-1-3-1-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.3.1  has been released!<a class="headerlink" href="#hyperspy-1-3-1-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2018-04-19 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.3.1</p>
 <p>This is a maintenance release. Follow the following links for details on all
@@ -140,7 +143,7 @@ <h1>HyperSpy 1.3.1  has been released!<a class="headerlink" href="#hyperspy-1-3-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.3.2.html b/news/release_1.3.2.html
index 2680e97..0de52ea 100644
--- a/news/release_1.3.2.html
+++ b/news/release_1.3.2.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.3.2 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.3.2.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-3-2-has-been-released">
-<h1>HyperSpy 1.3.2  has been released!<a class="headerlink" href="#hyperspy-1-3-2-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.3.2  has been released!<a class="headerlink" href="#hyperspy-1-3-2-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2018-07-10 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.3.2</p>
 <p>This is a maintenance release. Follow the following links for details on all
@@ -140,7 +143,7 @@ <h1>HyperSpy 1.3.2  has been released!<a class="headerlink" href="#hyperspy-1-3-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.3.html b/news/release_1.3.html
index e1d7d1a..48b1a4d 100644
--- a/news/release_1.3.html
+++ b/news/release_1.3.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.3 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.3.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,10 +116,10 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-3-has-been-released">
-<h1>HyperSpy 1.3  has been released!<a class="headerlink" href="#hyperspy-1-3-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.3  has been released!<a class="headerlink" href="#hyperspy-1-3-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2017-05-27 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.3</p>
-<p>This is a minor release that includes multiple new features, enhances and bug fixes. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-3" title="(in HyperSpy v1.7.0)"><span class="xref std std-ref">the changelist</span></a> for details.</p>
+<p>This is a minor release that includes multiple new features, enhances and bug fixes. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/changes.html#changes-1-3" title="(in HyperSpy v1.7.5)"><span class="xref std std-ref">the changelist</span></a> for details.</p>
 </section>
 
 
@@ -135,7 +138,7 @@ <h1>HyperSpy 1.3  has been released!<a class="headerlink" href="#hyperspy-1-3-ha
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.4.2.html b/news/release_1.4.2.html
index 5fd55ee..beef767 100644
--- a/news/release_1.4.2.html
+++ b/news/release_1.4.2.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.4.2 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.4.2.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-4-2-has-been-released">
-<h1>HyperSpy 1.4.2  has been released!<a class="headerlink" href="#hyperspy-1-4-2-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.4.2  has been released!<a class="headerlink" href="#hyperspy-1-4-2-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2019-06-19 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.4.2 See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-4">changelog</a> for
 details.</p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 1.4.2  has been released!<a class="headerlink" href="#hyperspy-1-4-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.4.html b/news/release_1.4.html
index 895da0f..a983da9 100644
--- a/news/release_1.4.html
+++ b/news/release_1.4.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.4 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.4.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-4-has-been-released">
-<h1>HyperSpy 1.4  has been released!<a class="headerlink" href="#hyperspy-1-4-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.4  has been released!<a class="headerlink" href="#hyperspy-1-4-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2018-09-04 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.4. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-4">changelog</a> for
 details.</p>
@@ -142,7 +145,7 @@ <h1>HyperSpy 1.4  has been released!<a class="headerlink" href="#hyperspy-1-4-ha
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.5.1.html b/news/release_1.5.1.html
index 612f020..8fc59b4 100644
--- a/news/release_1.5.1.html
+++ b/news/release_1.5.1.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.5.1 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.5.1.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-5-1-has-been-released">
-<h1>HyperSpy 1.5.1 has been released!<a class="headerlink" href="#hyperspy-1-5-1-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.5.1 has been released!<a class="headerlink" href="#hyperspy-1-5-1-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2019-07-28 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.5.1. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-5-1">changelog</a> for
 details.</p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 1.5.1 has been released!<a class="headerlink" href="#hyperspy-1-5-1
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.5.2.html b/news/release_1.5.2.html
index cd4f6a7..9717330 100644
--- a/news/release_1.5.2.html
+++ b/news/release_1.5.2.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.5.2 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.5.2.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-5-2-has-been-released">
-<h1>HyperSpy 1.5.2 has been released!<a class="headerlink" href="#hyperspy-1-5-2-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.5.2 has been released!<a class="headerlink" href="#hyperspy-1-5-2-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2019-09-06 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.5.2. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-5-1">changelog</a> for
 details.</p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 1.5.2 has been released!<a class="headerlink" href="#hyperspy-1-5-2
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.5.html b/news/release_1.5.html
index 3357026..47acf8c 100644
--- a/news/release_1.5.html
+++ b/news/release_1.5.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.5 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.5.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-5-has-been-released">
-<h1>HyperSpy 1.5  has been released!<a class="headerlink" href="#hyperspy-1-5-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.5  has been released!<a class="headerlink" href="#hyperspy-1-5-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2019-07-27 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.5. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-5">changelog</a> for
 details.</p>
@@ -137,7 +140,7 @@ <h1>HyperSpy 1.5  has been released!<a class="headerlink" href="#hyperspy-1-5-ha
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_1.6.0.html b/news/release_1.6.0.html
index 243b355..23fef19 100644
--- a/news/release_1.6.0.html
+++ b/news/release_1.6.0.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy 1.6.0 has been released! &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_1.6.0.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-1-6-0-has-been-released">
-<h1>HyperSpy 1.6.0 has been released!<a class="headerlink" href="#hyperspy-1-6-0-has-been-released" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy 1.6.0 has been released!<a class="headerlink" href="#hyperspy-1-6-0-has-been-released" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2020-08-06 00:00:00</em></p>
 <p>We are pleased to announce the release of HyperSpy 1.6.0. See the <a class="reference external" href="https://hyperspy.org/hyperspy-doc/current/user_guide/what_is_new.html#v1-6">changelog</a> for
 details.</p>
@@ -135,7 +138,7 @@ <h1>HyperSpy 1.6.0 has been released!<a class="headerlink" href="#hyperspy-1-6-0
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/release_importrpl.html b/news/release_importrpl.html
index 8593991..ea2310e 100644
--- a/news/release_importrpl.html
+++ b/news/release_importrpl.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>New release of ImportRPL &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/release_importrpl.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="new-release-of-importrpl">
-<h1>New release of ImportRPL<a class="headerlink" href="#new-release-of-importrpl" title="Permalink to this headline">¶</a></h1>
+<h1>New release of ImportRPL<a class="headerlink" href="#new-release-of-importrpl" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2012-02-29 00:00:00</em></p>
 <p>We are proud to announce a new release of the ImportRPL  Digital Micrograph plugin.</p>
 <p>Download it from <a class="reference external" href="https://github.com/downloads/hyperspy/ImportRPL/ImportRPL.s">here</a></p>
@@ -135,7 +138,7 @@ <h1>New release of ImportRPL<a class="headerlink" href="#new-release-of-importrp
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/scipy2016_talk.html b/news/scipy2016_talk.html
index ed89bc8..b2b4470 100644
--- a/news/scipy2016_talk.html
+++ b/news/scipy2016_talk.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>Scipy2016 HyperSpy talk &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/scipy2016_talk.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="scipy2016-hyperspy-talk">
-<h1>Scipy2016 HyperSpy talk<a class="headerlink" href="#scipy2016-hyperspy-talk" title="Permalink to this headline">¶</a></h1>
+<h1>Scipy2016 HyperSpy talk<a class="headerlink" href="#scipy2016-hyperspy-talk" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2016-07-15 00:00:00</em></p>
 <p>Watch online Tomas Ostaševičius presenting “HyperSpy: How to Easily Bend Multi-dimensional Data to your Analytical Will” at the <a class="reference external" href="https://scipy2016.scipy.org">SciPy2016 conference</a>.</p>
 <iframe width="854" height="480" src="https://www.youtube.com/embed/kVlf3bMZcsc" frameborder="0" allowfullscreen></iframe></section>
@@ -134,7 +137,7 @@ <h1>Scipy2016 HyperSpy talk<a class="headerlink" href="#scipy2016-hyperspy-talk"
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/sfmu2013.html b/news/sfmu2013.html
index cfb0570..dc297b4 100644
--- a/news/sfmu2013.html
+++ b/news/sfmu2013.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy tutorial at the SFmu2013 &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/sfmu2013.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-tutorial-at-the-sfmu2013">
-<h1>HyperSpy tutorial at the SFmu2013<a class="headerlink" href="#hyperspy-tutorial-at-the-sfmu2013" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy tutorial at the SFmu2013<a class="headerlink" href="#hyperspy-tutorial-at-the-sfmu2013" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2013-06-04 00:00:00</em></p>
 <p>A tutorial on analysis of multidimensional spectra using HyperSpy is
 available as part of the official program of SFMu 2013.</p>
@@ -136,7 +139,7 @@ <h1>HyperSpy tutorial at the SFmu2013<a class="headerlink" href="#hyperspy-tutor
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/shire2014.html b/news/shire2014.html
index 3ca5bb4..a4dc1ec 100644
--- a/news/shire2014.html
+++ b/news/shire2014.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy talks and training at SHIRE2014 &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/shire2014.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-talks-and-training-at-shire2014">
-<h1>HyperSpy talks and training at SHIRE2014<a class="headerlink" href="#hyperspy-talks-and-training-at-shire2014" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy talks and training at SHIRE2014<a class="headerlink" href="#hyperspy-talks-and-training-at-shire2014" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2014-04-01 00:00:00</em></p>
 <p>Two HyperSpy-related talks and a HyperSpy training &#64; SHIRE2014 on the 10-11
 April 2014 in Sheffield, UK.</p>
@@ -139,7 +142,7 @@ <h1>HyperSpy talks and training at SHIRE2014<a class="headerlink" href="#hypersp
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/superstem2014.html b/news/superstem2014.html
index 844a7df..3b48cd0 100644
--- a/news/superstem2014.html
+++ b/news/superstem2014.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy practical at the SuperSTEM Summer School &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/superstem2014.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-practical-at-the-superstem-summer-school">
-<h1>HyperSpy practical at the SuperSTEM Summer School<a class="headerlink" href="#hyperspy-practical-at-the-superstem-summer-school" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy practical at the SuperSTEM Summer School<a class="headerlink" href="#hyperspy-practical-at-the-superstem-summer-school" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2014-06-18 00:00:00</em></p>
 <p>The 6th biennial SuperSTEM Summer School (4-7 July 2014, Daresbury UK) includes
 a HyperSpy practial.</p>
@@ -137,7 +140,7 @@ <h1>HyperSpy practical at the SuperSTEM Summer School<a class="headerlink" href=
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/superstem2018.html b/news/superstem2018.html
index 4d84c04..af4d0d1 100644
--- a/news/superstem2018.html
+++ b/news/superstem2018.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>HyperSpy practical at the SuperSTEM Summer School &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/superstem2018.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="hyperspy-practical-at-the-superstem-summer-school">
-<h1>HyperSpy practical at the SuperSTEM Summer School<a class="headerlink" href="#hyperspy-practical-at-the-superstem-summer-school" title="Permalink to this headline">¶</a></h1>
+<h1>HyperSpy practical at the SuperSTEM Summer School<a class="headerlink" href="#hyperspy-practical-at-the-superstem-summer-school" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2018-06-18 00:00:00</em></p>
 <p>The 7th biennial SuperSTEM Summer School (29 June - 4 July 2018, Daresbury UK) includes
 a HyperSpy practial.</p>
@@ -137,7 +140,7 @@ <h1>HyperSpy practical at the SuperSTEM Summer School<a class="headerlink" href=
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/news/uninstall_issue.html b/news/uninstall_issue.html
index 7c7b215..599ce78 100644
--- a/news/uninstall_issue.html
+++ b/news/uninstall_issue.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>Important: Read this before uninstalling HyperSpy &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
     <script src="../_static/jquery.js"></script>
     <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/news/uninstall_issue.html" />
     <link rel="shortcut icon" href="../_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="../search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="important-read-this-before-uninstalling-hyperspy">
-<h1>Important: Read this before uninstalling HyperSpy<a class="headerlink" href="#important-read-this-before-uninstalling-hyperspy" title="Permalink to this headline">¶</a></h1>
+<h1>Important: Read this before uninstalling HyperSpy<a class="headerlink" href="#important-read-this-before-uninstalling-hyperspy" title="Permalink to this heading">¶</a></h1>
 <p class="feed-meta">Published on <em class="feed-date">2013-11-28 00:00:00</em></p>
 <p>Uninstalling HyperSpy in Windows can, in exceptional circumstances, delete
 unrelated files. If you have installed this version of HyperSpy in Windows
@@ -136,7 +139,7 @@ <h1>Important: Read this before uninstalling HyperSpy<a class="headerlink" href=
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/search.html b/search.html
index bdafc70..3d258f6 100644
--- a/search.html
+++ b/search.html
@@ -2,7 +2,7 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
@@ -13,9 +13,12 @@
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
     <script src="_static/jquery.js"></script>
     <script src="_static/underscore.js"></script>
+    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="_static/doctools.js"></script>
+    <script src="_static/sphinx_highlight.js"></script>
     <script src="_static/searchtools.js"></script>
     <script src="_static/language_data.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/search.html" />
     <link rel="shortcut icon" href="_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="#" />
@@ -163,7 +166,7 @@ <h1 id="search-documentation">Search</h1>
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/searchindex.js b/searchindex.js
index dcbad74..3854581 100644
--- a/searchindex.js
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38, 39], "releas": [3, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40], "5": [3, 14, 15, 25, 36, 37, 38], "2": [3, 19, 23, 29, 30, 33, 35, 38], "4": [3, 12, 13, 24, 34, 35], "3": [3, 20, 24, 31, 32, 33], "practic": [3, 44, 45], "superstem": [3, 44, 45], "summer": [3, 44, 45], "school": [3, 44, 45], "interact": [3, 9], "ad": [3, 10], "8": [3, 21, 22, 23, 24, 25], "workshop": [3, 4, 6, 7], "emc2016": [3, 4], "scandem2016": [3, 6], "have": [3, 24], "cite": [3, 8], "cambridg": [3, 7], "uk": [3, 7], "13th": [3, 7], "april": [3, 7], "2015": [3, 7], "7": [3, 17, 18, 19, 20], "section": [3, 11], "train": [3, 5, 43, 48], "imc2014": [3, 5], "shire2014": [3, 43], "sfmu2013": [3, 42], "importrpl": [3, 40], "enhanc": 28, "import": 46, "read": 46, "thi": 46, "befor": 46, "uninstal": [46, 49], "support": 47, "forthcom": 48, "past": 48, "window": 49, "how": 49, "do": 49, "i": 49, "know": 49, "my": 49, "instal": 49, "affect": 49, "find": 49, "your": 49, "folder": 49, "manual": 49, "context": 49, "menu": 49, "entri": 49, "delet": 49, "startmenu": 49}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 8, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 57}, "alltitles": {"Documentation": [[0, "documentation"]], "User and Developer Guide": [[0, "user-and-developer-guide"]], "Demos": [[0, "demos"]], "Talks": [[0, "talks"]], "Scipy2016 HyperSpy talk": [[0, "scipy2016-hyperspy-talk"], [3, "scipy2016-hyperspy-talk"], [41, "scipy2016-hyperspy-talk"]], "Tutorial files": [[1, "tutorial-files"]], "HyperSpy: multi-dimensional data analysis toolbox": [[2, "hyperspy-multi-dimensional-data-analysis-toolbox"]], "Help fight COVID 19": [[2, "help-fight-covid-19"]], "Highlights": [[2, "highlights"]], "Endorsements": [[2, "endorsements"]], "News": [[3, "news"]], "HyperSpy 1.6.0 has been released!": [[3, "hyperspy-1-6-0-has-been-released"], [39, "hyperspy-1-6-0-has-been-released"]], "HyperSpy 1.5.2 has been released!": [[3, "hyperspy-1-5-2-has-been-released"], [38, "hyperspy-1-5-2-has-been-released"]], "HyperSpy 1.5.1 has been released!": [[3, "hyperspy-1-5-1-has-been-released"], [37, "hyperspy-1-5-1-has-been-released"]], "HyperSpy 1.5  has been released!": [[3, "hyperspy-1-5-has-been-released"], [36, "hyperspy-1-5-has-been-released"]], "HyperSpy 1.4.2  has been released!": [[3, "hyperspy-1-4-2-has-been-released"], [35, "hyperspy-1-4-2-has-been-released"]], "HyperSpy 1.4  has been released!": [[3, "hyperspy-1-4-has-been-released"], [34, "hyperspy-1-4-has-been-released"]], "HyperSpy 1.3.2  has been released!": [[3, "hyperspy-1-3-2-has-been-released"], [33, "hyperspy-1-3-2-has-been-released"]], "HyperSpy practical at the SuperSTEM Summer School": [[3, "hyperspy-practical-at-the-superstem-summer-school"], [3, "hyperspy-practical-at-the-superstem-summer-school"], [44, "hyperspy-practical-at-the-superstem-summer-school"], [45, "hyperspy-practical-at-the-superstem-summer-school"]], "HyperSpy 1.3.1  has been released!": [[3, "hyperspy-1-3-1-has-been-released"], [32, "hyperspy-1-3-1-has-been-released"]], "New interactive demos": [[3, "new-interactive-demos"], [9, "new-interactive-demos"]], "HyperSpy 1.3  has been released!": [[3, "hyperspy-1-3-has-been-released"], [31, "hyperspy-1-3-has-been-released"]], "HyperSpy 1.2  has been released!": [[3, "hyperspy-1-2-has-been-released"], [30, "hyperspy-1-2-has-been-released"]], "HyperSpy 1.1.2  has been released!": [[3, "hyperspy-1-1-2-has-been-released"], [29, "hyperspy-1-1-2-has-been-released"]], "HyperSpy 1.1  has been released!": [[3, "hyperspy-1-1-has-been-released"], [28, "hyperspy-1-1-has-been-released"]], "HyperSpy 1.0.1  has been released!": [[3, "hyperspy-1-0-1-has-been-released"], [27, "hyperspy-1-0-1-has-been-released"]], "HyperSpy 1.0  has been released!": [[3, "hyperspy-1-0-has-been-released"], [26, "hyperspy-1-0-has-been-released"]], "New demos added": [[3, "new-demos-added"], [10, "new-demos-added"]], "HyperSpy 0.8.5  has been released!": [[3, "hyperspy-0-8-5-has-been-released"], [25, "hyperspy-0-8-5-has-been-released"]], "HyperSpy workshop at EMC2016": [[3, "hyperspy-workshop-at-emc2016"], [4, "hyperspy-workshop-at-emc2016"]], "HyperSpy workshop at SCANDEM2016": [[3, "hyperspy-workshop-at-scandem2016"], [6, "hyperspy-workshop-at-scandem2016"]], "HyperSpy 0.8.3 and 0.8.4  have been released!": [[3, "hyperspy-0-8-3-and-0-8-4-have-been-released"], [24, "hyperspy-0-8-3-and-0-8-4-have-been-released"]], "HyperSpy 0.8.2  has been released!": [[3, "hyperspy-0-8-2-has-been-released"], [23, "hyperspy-0-8-2-has-been-released"]], "HyperSpy 0.8.1  has been released!": [[3, "hyperspy-0-8-1-has-been-released"], [22, "hyperspy-0-8-1-has-been-released"]], "Citing HyperSpy": [[3, "citing-hyperspy"], [8, "citing-hyperspy"]], "HyperSpy Workshop @ Cambridge (UK), 13th of April 2015": [[3, "hyperspy-workshop-cambridge-uk-13th-of-april-2015"], [7, "hyperspy-workshop-cambridge-uk-13th-of-april-2015"]], "HyperSpy 0.8  has been released!": [[3, "hyperspy-0-8-has-been-released"], [21, "hyperspy-0-8-has-been-released"]], "HyperSpy 0.7.3  has been released!": [[3, "hyperspy-0-7-3-has-been-released"], [20, "hyperspy-0-7-3-has-been-released"]], "HyperSpy 0.7.2  has been released!": [[3, "hyperspy-0-7-2-has-been-released"], [19, "hyperspy-0-7-2-has-been-released"]], "New demos section": [[3, "new-demos-section"], [11, "new-demos-section"]], "HyperSpy 0.7.1  has been released!": [[3, "hyperspy-0-7-1-has-been-released"], [18, "hyperspy-0-7-1-has-been-released"]], "HyperSpy training at the IMC2014": [[3, "hyperspy-training-at-the-imc2014"], [5, "hyperspy-training-at-the-imc2014"]], "HyperSpy talks and training at SHIRE2014": [[3, "hyperspy-talks-and-training-at-shire2014"], [43, "hyperspy-talks-and-training-at-shire2014"]], "HyperSpy 0.7  has been released!": [[3, "hyperspy-0-7-has-been-released"], [17, "hyperspy-0-7-has-been-released"]], "HyperSpy 0.6  has been released!": [[3, "hyperspy-0-6-has-been-released"], [16, "hyperspy-0-6-has-been-released"]], "HyperSpy tutorial at the SFmu2013": [[3, "hyperspy-tutorial-at-the-sfmu2013"], [42, "hyperspy-tutorial-at-the-sfmu2013"]], "HyperSpy 0.5.1  has been released!": [[3, "hyperspy-0-5-1-has-been-released"], [15, "hyperspy-0-5-1-has-been-released"]], "HyperSpy 0.5  has been released!": [[3, "hyperspy-0-5-has-been-released"], [14, "hyperspy-0-5-has-been-released"]], "New release of ImportRPL": [[3, "new-release-of-importrpl"], [40, "new-release-of-importrpl"]], "HyperSpy 0.4.1  has been released!": [[3, "hyperspy-0-4-1-has-been-released"], [13, "hyperspy-0-4-1-has-been-released"]], "HyperSpy 0.4  has been released!": [[3, "hyperspy-0-4-has-been-released"], [12, "hyperspy-0-4-has-been-released"]], "NEW": [[28, "new"]], "Enhancements": [[28, "enhancements"]], "Important: Read this before uninstalling HyperSpy": [[46, "important-read-this-before-uninstalling-hyperspy"]], "Support": [[47, "support"]], "Trainings": [[48, "trainings"]], "Forthcoming trainings": [[48, "forthcoming-trainings"]], "Past trainings": [[48, "past-trainings"]], "Uninstalling HyperSpy 0.6 in Windows": [[49, "uninstalling-hyperspy-0-6-in-windows"]], "How do I know if my installation is affected?": [[49, "how-do-i-know-if-my-installation-is-affected"]], "Finding your HyperSpy installation folder": [[49, "finding-your-hyperspy-installation-folder"]], "Uninstalling HyperSpy 0.6 if your installation is affected": [[49, "uninstalling-hyperspy-0-6-if-your-installation-is-affected"]], "Manually uninstalling HyperSpy 0.6 in Windows": [[49, "manually-uninstalling-hyperspy-0-6-in-windows"]], "Uninstall the context menu entries": [[49, "uninstall-the-context-menu-entries"]], "Delete the HyperSpy files": [[49, "delete-the-hyperspy-files"]], "Delete the StartMenu entry": [[49, "delete-the-startmenu-entry"]]}, "indexentries": {}})
\ No newline at end of file
diff --git a/support.html b/support.html
index 8c12251..3e1818f 100644
--- a/support.html
+++ b/support.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>Support &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
     <script src="_static/jquery.js"></script>
     <script src="_static/underscore.js"></script>
+    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="_static/doctools.js"></script>
+    <script src="_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/support.html" />
     <link rel="shortcut icon" href="_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="support">
-<h1>Support<a class="headerlink" href="#support" title="Permalink to this headline">¶</a></h1>
+<h1>Support<a class="headerlink" href="#support" title="Permalink to this heading">¶</a></h1>
 <p>If you could not find the answer to your question in the <a href="https://hyperspy.org/hyperspy-doc/current/index.html" target="_blank">User Guide</a>,
 you are welcome to send it to the users mailing list
 <a class="reference external" href="mailto:hyperspy-users&#37;&#52;&#48;googlegroups&#46;com">hyperspy-users<span>&#64;</span>googlegroups<span>&#46;</span>com</a> or start a conversation in
@@ -144,7 +147,7 @@ <h1>Support<a class="headerlink" href="#support" title="Permalink to this headli
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/trainings.html b/trainings.html
index 014dffb..00cd5c3 100644
--- a/trainings.html
+++ b/trainings.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>Trainings &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
     <script src="_static/jquery.js"></script>
     <script src="_static/underscore.js"></script>
+    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="_static/doctools.js"></script>
+    <script src="_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/trainings.html" />
     <link rel="shortcut icon" href="_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="search.html" />
@@ -113,13 +116,13 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="trainings">
-<span id="id1"></span><h1>Trainings<a class="headerlink" href="#trainings" title="Permalink to this headline">¶</a></h1>
+<span id="id1"></span><h1>Trainings<a class="headerlink" href="#trainings" title="Permalink to this heading">¶</a></h1>
 <p>We run trainings several times a year. If you want to participate in any of the forthcoming trainings or you would like us to organize a training a training for your laboratory,  company or event contact us.</p>
 <section id="forthcoming-trainings">
-<h2>Forthcoming trainings<a class="headerlink" href="#forthcoming-trainings" title="Permalink to this headline">¶</a></h2>
+<h2>Forthcoming trainings<a class="headerlink" href="#forthcoming-trainings" title="Permalink to this heading">¶</a></h2>
 </section>
 <section id="past-trainings">
-<h2>Past trainings<a class="headerlink" href="#past-trainings" title="Permalink to this headline">¶</a></h2>
+<h2>Past trainings<a class="headerlink" href="#past-trainings" title="Permalink to this heading">¶</a></h2>
 <ul class="simple">
 <li><p><strong>IMC 2014</strong>, Prague (Czech Republic) 7 September 2014</p></li>
 <li><p><strong>SuperSTEM Summer School 2014</strong>, Daresbury (UK) 4 - 7 July 2014</p></li>
@@ -152,7 +155,7 @@ <h2>Past trainings<a class="headerlink" href="#past-trainings" title="Permalink
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>
 
diff --git a/uninstall_issue.html b/uninstall_issue.html
index ac6cdfb..0142e7b 100644
--- a/uninstall_issue.html
+++ b/uninstall_issue.html
@@ -2,10 +2,10 @@
 
 <!DOCTYPE html>
 
-<html>
+<html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
     <title>Uninstalling HyperSpy 0.6 in Windows &#8212; HyperSpy</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
@@ -13,7 +13,10 @@
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
     <script src="_static/jquery.js"></script>
     <script src="_static/underscore.js"></script>
+    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="_static/doctools.js"></script>
+    <script src="_static/sphinx_highlight.js"></script>
+    <link rel="canonical" href="https://hyperspy.org/uninstall_issue.html" />
     <link rel="shortcut icon" href="_static/hyperspy_logo.ico"/>
   
     <link rel="search" title="Search" href="search.html" />
@@ -113,7 +116,7 @@ <h3>Support</h3>
           <div class="body" role="main">
             
   <section id="uninstalling-hyperspy-0-6-in-windows">
-<span id="uninstallation-issue"></span><h1>Uninstalling HyperSpy 0.6 in Windows<a class="headerlink" href="#uninstalling-hyperspy-0-6-in-windows" title="Permalink to this headline">¶</a></h1>
+<span id="uninstallation-issue"></span><h1>Uninstalling HyperSpy 0.6 in Windows<a class="headerlink" href="#uninstalling-hyperspy-0-6-in-windows" title="Permalink to this heading">¶</a></h1>
 <p>The HyperSpy version 0.6 Windows <em>full installer</em>, i.e. the installer that does
 not require the installation of any other library, has <a class="reference external" href="https://github.com/hyperspy/hyperspy/issues/116">a bug</a> that <strong>can cause the
 deletion of files unrelated to HyperSpy</strong> in customized installations. If you
@@ -130,7 +133,7 @@ <h3>Support</h3>
 <a class="reference external" href="https://gitter.im/hyperspy/hyperspyl">developers mailing list</a> before taking
 any action.</p>
 <section id="how-do-i-know-if-my-installation-is-affected">
-<h2>How do I know if my installation is affected?<a class="headerlink" href="#how-do-i-know-if-my-installation-is-affected" title="Permalink to this headline">¶</a></h2>
+<h2>How do I know if my installation is affected?<a class="headerlink" href="#how-do-i-know-if-my-installation-is-affected" title="Permalink to this heading">¶</a></h2>
 <p>This issue should be rare but it has already affected <a class="reference external" href="https://groups.google.com/d/msg/hyperspy-users/xEkQXlY345I/HZ8-0v9kfNkJ">at least one
 installation</a>.
 Given the seriousness of the potential consequences it is worth to verify that
@@ -147,7 +150,7 @@ <h2>How do I know if my installation is affected?<a class="headerlink" href="#ho
 <p>If you do not know where you have installed HyperSpy 0.6 you can find it out as
 follows:</p>
 <section id="finding-your-hyperspy-installation-folder">
-<span id="find-hyperspy-folder"></span><h3>Finding your HyperSpy installation folder<a class="headerlink" href="#finding-your-hyperspy-installation-folder" title="Permalink to this headline">¶</a></h3>
+<span id="find-hyperspy-folder"></span><h3>Finding your HyperSpy installation folder<a class="headerlink" href="#finding-your-hyperspy-installation-folder" title="Permalink to this heading">¶</a></h3>
 <ol class="arabic">
 <li><p>Find HyperSpy in the Windows “Start Menu”.</p>
 <figure class="align-center">
@@ -179,18 +182,18 @@ <h2>How do I know if my installation is affected?<a class="headerlink" href="#ho
 </section>
 </section>
 <section id="uninstalling-hyperspy-0-6-if-your-installation-is-affected">
-<h2>Uninstalling HyperSpy 0.6 if your installation is affected<a class="headerlink" href="#uninstalling-hyperspy-0-6-if-your-installation-is-affected" title="Permalink to this headline">¶</a></h2>
+<h2>Uninstalling HyperSpy 0.6 if your installation is affected<a class="headerlink" href="#uninstalling-hyperspy-0-6-if-your-installation-is-affected" title="Permalink to this heading">¶</a></h2>
 <p>If you are affected by this bug you need to uninstall HyperSpy manually or use
 the Hyperspy Bundle 0.7 installer (or newer) to uninstall it (reccommended).</p>
 <section id="manually-uninstalling-hyperspy-0-6-in-windows">
-<h3>Manually uninstalling HyperSpy 0.6 in Windows<a class="headerlink" href="#manually-uninstalling-hyperspy-0-6-in-windows" title="Permalink to this headline">¶</a></h3>
+<h3>Manually uninstalling HyperSpy 0.6 in Windows<a class="headerlink" href="#manually-uninstalling-hyperspy-0-6-in-windows" title="Permalink to this heading">¶</a></h3>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
 <p>You only need to uninstall HyperSpy following these instructions if your
 installation is affected by this bug.</p>
 </div>
 <section id="uninstall-the-context-menu-entries">
-<h4>Uninstall the context menu entries<a class="headerlink" href="#uninstall-the-context-menu-entries" title="Permalink to this headline">¶</a></h4>
+<h4>Uninstall the context menu entries<a class="headerlink" href="#uninstall-the-context-menu-entries" title="Permalink to this heading">¶</a></h4>
 <p>This step is only necessary if you have installed HyperSpy with administrator
 rights.</p>
 <ol class="arabic">
@@ -215,7 +218,7 @@ <h4>Uninstall the context menu entries<a class="headerlink" href="#uninstall-the
 </ol>
 </section>
 <section id="delete-the-hyperspy-files">
-<h4>Delete the HyperSpy files<a class="headerlink" href="#delete-the-hyperspy-files" title="Permalink to this headline">¶</a></h4>
+<h4>Delete the HyperSpy files<a class="headerlink" href="#delete-the-hyperspy-files" title="Permalink to this heading">¶</a></h4>
 <ol class="arabic simple">
 <li><p>Follow <a class="reference internal" href="#find-hyperspy-folder"><span class="std std-ref">these instructions</span></a> to find your HyperSpy
 installation folder.</p></li>
@@ -239,7 +242,7 @@ <h4>Delete the HyperSpy files<a class="headerlink" href="#delete-the-hyperspy-fi
 </ol>
 </section>
 <section id="delete-the-startmenu-entry">
-<h4>Delete the StartMenu entry<a class="headerlink" href="#delete-the-startmenu-entry" title="Permalink to this headline">¶</a></h4>
+<h4>Delete the StartMenu entry<a class="headerlink" href="#delete-the-startmenu-entry" title="Permalink to this heading">¶</a></h4>
 <ol class="arabic">
 <li><p>Find HyperSpy in the Windows “Start Menu”.</p></li>
 <li><dl>
@@ -272,7 +275,7 @@ <h4>Delete the StartMenu entry<a class="headerlink" href="#delete-the-startmenu-
       
     <div class="footer" role="contentinfo">
         &#169; Copyright The HyperSpy development team.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 5.3.0.
     </div>
     </div>