Merge pull request #298 from jamesmyatt/binder

Add environment for binder

README.md

@@ -1,6 +1,7 @@
 # lime
 
 [![Build Status](https://travis-ci.org/marcotcr/lime.svg?branch=master)](https://travis-ci.org/marcotcr/lime)
+[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/marcotcr/lime/master)
 
 This project is about explaining what machine learning classifiers (or models) are doing.
 At the moment, we support explaining individual predictions for text classifiers or classifiers that act on tables (numpy arrays of numerical or categorical data) or images, with a package called lime (short for local interpretable model-agnostic explanations).

binder/environment.yml

@@ -0,0 +1,25 @@
+
+name: lime-dev
+channels:
+  - conda-forge
+dependencies:
+  - python=3.6.*
+  # lime install dependencies
+  - matplotlib=2.*
+  - numpy
+  - scipy
+  - scikit-learn
+  - scikit-image
+  # for testing
+  - flake8
+  - pytest
+  # for examples
+  - jupyter
+  - pandas
+  - keras
+  - tensorflow
+  - h2oai::h2o
+  - py-xgboost
+  - pip: 
+    # lime source code
+    - -e ..