diff --git a/.flake8 b/.flake8
new file mode 100644
index 00000000..81d51477
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,6 @@
+[flake8]
+max-line-length = 88
+select = C,E,F,W,B,B950
+ignore = E203, E501, W503
+exclude = *tests/*, *old_graph*
+per-file-ignores = __init__.py:F401
\ No newline at end of file
diff --git a/.github/workflows/create-release.yml b/.github/workflows/create-release.yml
new file mode 100644
index 00000000..8cfc9a75
--- /dev/null
+++ b/.github/workflows/create-release.yml
@@ -0,0 +1,26 @@
+name: release-version
+on: 
+  workflow_dispatch:
+  release:
+    types: [created]
+
+jobs:
+  publish:
+    runs-on: ubuntu-20.04    
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v1
+        with:
+          python-version: 3.8
+      - uses: Gr1N/setup-poetry@v4
+      - name: Build package
+        run: |
+          export RELEASE_VERSION="${GITHUB_REF#refs/*/}" >> $GITHUB_ENV
+          poetry version ${RELEASE_VERSION}
+          poetry build
+      - name: Upload package
+        run: |
+          RELEASE_VERSION="${GITHUB_REF#refs/*/}" >> $GITHUB_ENV
+          echo ${{secrets.GITHUB_TOKEN}} | gh auth login --with-token
+          gh release upload --clobber ${RELEASE_VERSION} ./dist/*.tar.gz ./dist/*.whl
+      
\ No newline at end of file
diff --git a/.github/workflows/on-pull-request.yml b/.github/workflows/on-pull-request.yml
new file mode 100644
index 00000000..add47b91
--- /dev/null
+++ b/.github/workflows/on-pull-request.yml
@@ -0,0 +1,76 @@
+name: on-pull-request
+on: [workflow_dispatch,pull_request]
+jobs:
+  build-n-test:
+    env:
+      POETRY_CACHE_FOLDER: '/home/runner/.cache/pypoetry/virtualenvs'
+      JUNIT_REPORT_PATH: pytest-junit-report
+    runs-on: ubuntu-20.04    
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v1
+        with:
+          python-version: 3.8
+      - uses: Gr1N/setup-poetry@v4
+      - uses: actions/cache@v2
+        with:
+          path: |
+            ${{ env.POETRY_CACHE_FOLDER }}
+          key:  poetry-pr-${{ runner.os }}-${{ hashFiles('poetry.lock') }}
+      - run: poetry install
+      - id: back-check
+        run: poetry run black --check .
+        continue-on-error: true
+      - id: flake8
+        run: poetry run flake8
+        continue-on-error: true
+      - id: pytest
+        run: |
+          [ -d pytest-cov-report ] || mkdir -p pytest-cov-report
+          [ -d ${JUNIT_REPORT_PATH} ] || mkdir -p ${JUNIT_REPORT_PATH}
+          poetry run pytest --junitxml=${JUNIT_REPORT_PATH}/report.xml --cov=pytest-cov-report --cov-report=xml
+        continue-on-error: true
+      - id: collect-pytest-reports
+        if: always()
+        uses: actions/upload-artifact@v2
+        with:
+          name: pytest-report
+          path: pytest-junit-report
+      - id: collect-pytest-cov-reports
+        if: always()
+        uses: actions/upload-artifact@v2
+        with:
+          name: pytest-cov-report
+          path: pytest-cov-report
+      - name: Display JUnit results
+        if: always()
+        uses: EnricoMi/publish-unit-test-result-action@v1
+        with:
+          files: ${{env.JUNIT_REPORT_PATH}}/*.xml
+      - name: check tests results
+        run: |
+          TEST_FAILED=0
+          if [ ${{steps.back-check.outcome}} != 'success' ]; then
+             echo "black failed, result was: ${{steps.back-check.outcome}}"
+             TEST_FAILED=1
+          else
+            echo "black passed"
+          fi
+          if [ ${{steps.flake8.outcome}} != 'success' ]; then
+             echo "flake8 failed, result was: ${{steps.flake8.outcome}}"
+             TEST_FAILED=1
+          else
+            echo "flake8 passed"
+          fi
+          if [ ${{steps.pytest.outcome}} != 'success' ]; then 
+            echo "pytest failed, result was: ${{steps.pytest.outcome}}"
+            TEST_FAILED=1
+          else
+            echo "pytest passed"
+          fi
+          
+          if [ ${TEST_FAILED} -ne 0 ]; then
+            exit 1
+          fi
+          
+      
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..08252e5e
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1329 @@
+[[package]]
+name = "appdirs"
+version = "1.4.4"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.0"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "20.3.0"
+description = "Classes Without Boilerplate"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "furo", "sphinx", "pre-commit"]
+docs = ["furo", "sphinx", "zope.interface"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
+
+[[package]]
+name = "black"
+version = "20.8b1"
+description = "The uncompromising code formatter."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+appdirs = "*"
+click = ">=7.1.2"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.6,<1"
+regex = ">=2020.1.8"
+toml = ">=0.10.1"
+typed-ast = ">=1.4.0"
+typing-extensions = ">=3.7.4"
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
+
+[[package]]
+name = "bokeh"
+version = "2.3.0"
+description = "Interactive plots and applications in the browser from Python"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+Jinja2 = ">=2.7"
+numpy = ">=1.11.3"
+packaging = ">=16.8"
+pillow = ">=7.1.0"
+python-dateutil = ">=2.1"
+PyYAML = ">=3.10"
+tornado = ">=5.1"
+typing_extensions = ">=3.7.4"
+
+[[package]]
+name = "certifi"
+version = "2020.12.5"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "chardet"
+version = "4.0.0"
+description = "Universal encoding detector for Python 2 and 3"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "click"
+version = "7.1.2"
+description = "Composable command line interface toolkit"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "colorama"
+version = "0.4.4"
+description = "Cross-platform colored terminal text."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "coverage"
+version = "5.5"
+description = "Code coverage measurement for Python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+
+[package.extras]
+toml = ["toml"]
+
+[[package]]
+name = "decorator"
+version = "4.4.2"
+description = "Decorators for Humans"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*"
+
+[[package]]
+name = "dill"
+version = "0.3.3"
+description = "serialize all of python"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*"
+
+[package.extras]
+graph = ["objgraph (>=1.7.2)"]
+
+[[package]]
+name = "flake8"
+version = "3.9.0"
+description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+mccabe = ">=0.6.0,<0.7.0"
+pycodestyle = ">=2.7.0,<2.8.0"
+pyflakes = ">=2.3.0,<2.4.0"
+
+[[package]]
+name = "flake8-bugbear"
+version = "21.3.2"
+description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+attrs = ">=19.2.0"
+flake8 = ">=3.0.0"
+
+[package.extras]
+dev = ["coverage", "black", "hypothesis", "hypothesmith"]
+
+[[package]]
+name = "graphviz"
+version = "0.16"
+description = "Simple Python interface for Graphviz"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+
+[package.extras]
+dev = ["tox (>=3)", "flake8", "pep8-naming", "wheel", "twine"]
+docs = ["sphinx (>=1.8)", "sphinx-rtd-theme"]
+test = ["mock (>=3)", "pytest (>=4)", "pytest-mock (>=2)", "pytest-cov"]
+
+[[package]]
+name = "greenlet"
+version = "1.0.0"
+description = "Lightweight in-process concurrent programming"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
+[package.extras]
+docs = ["sphinx"]
+
+[[package]]
+name = "idna"
+version = "2.10"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "importlib-metadata"
+version = "3.7.3"
+description = "Read metadata from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "pytest-enabler", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "iniconfig"
+version = "1.1.1"
+description = "iniconfig: brain-dead simple config-ini parsing"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "jinja2"
+version = "2.11.3"
+description = "A very fast and expressive template engine."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+MarkupSafe = ">=0.23"
+
+[package.extras]
+i18n = ["Babel (>=0.8)"]
+
+[[package]]
+name = "jsonpickle"
+version = "2.0.0"
+description = "Python library for serializing any arbitrary object graph into JSON"
+category = "main"
+optional = false
+python-versions = ">=2.7"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
+testing = ["coverage (<5)", "pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-black-multipy", "pytest-cov", "ecdsa", "feedparser", "numpy", "pandas", "pymongo", "sklearn", "sqlalchemy", "enum34", "jsonlib"]
+"testing.libs" = ["demjson", "simplejson", "ujson", "yajl"]
+
+[[package]]
+name = "markdown"
+version = "3.3.4"
+description = "Python implementation of Markdown."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+
+[package.extras]
+testing = ["coverage", "pyyaml"]
+
+[[package]]
+name = "markupsafe"
+version = "1.1.1"
+description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+
+[[package]]
+name = "mccabe"
+version = "0.6.1"
+description = "McCabe checker, plugin for flake8"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "mypy-extensions"
+version = "0.4.3"
+description = "Experimental type system extensions for programs checked with the mypy typechecker."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "networkx"
+version = "2.5.1"
+description = "Python package for creating and manipulating graphs and networks"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+decorator = ">=4.3,<5"
+
+[package.extras]
+all = ["numpy", "scipy", "pandas", "matplotlib", "pygraphviz", "pydot", "pyyaml", "lxml", "pytest"]
+gdal = ["gdal"]
+lxml = ["lxml"]
+matplotlib = ["matplotlib"]
+numpy = ["numpy"]
+pandas = ["pandas"]
+pydot = ["pydot"]
+pygraphviz = ["pygraphviz"]
+pytest = ["pytest"]
+pyyaml = ["pyyaml"]
+scipy = ["scipy"]
+
+[[package]]
+name = "numpy"
+version = "1.20.1"
+description = "NumPy is the fundamental package for array computing with Python."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "packaging"
+version = "20.9"
+description = "Core utilities for Python packages"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+pyparsing = ">=2.0.2"
+
+[[package]]
+name = "pandas"
+version = "1.2.3"
+description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
+optional = false
+python-versions = ">=3.7.1"
+
+[package.dependencies]
+numpy = ">=1.16.5"
+python-dateutil = ">=2.7.3"
+pytz = ">=2017.3"
+
+[package.extras]
+test = ["pytest (>=5.0.1)", "pytest-xdist", "hypothesis (>=3.58)"]
+
+[[package]]
+name = "panel"
+version = "0.11.1"
+description = "A high level app and dashboarding solution for Python."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+bokeh = ">=2.3.0,<2.4.0"
+markdown = "*"
+param = ">=1.10.0"
+pyct = ">=0.4.4"
+pyviz-comms = ">=0.7.4"
+requests = "*"
+tqdm = "*"
+
+[package.extras]
+all = ["altair", "channels", "codecov", "datashader", "django", "flake8", "folium", "graphviz", "holoviews", "holoviews (>1.14.1)", "hvplot", "ipyleaflet", "ipympl", "ipython (>=7.0)", "ipyvolume", "ipywidgets", "ipywidgets-bokeh", "jupyter-bokeh", "lxml", "matplotlib", "nbconvert (<6.0)", "nbsite (>=0.6.1)", "nbsmoke (>=0.2.0)", "notebook (>=5.4)", "pandas", "parameterized", "phantomjs", "pillow", "plotly", "pytest", "pytest-cov", "pyvista", "scikit-learn", "scipy", "selenium", "sphinx-holoviz-theme", "streamz", "twine", "vega-datasets", "vtk", "xarray (<0.17)"]
+build = ["param (>=1.9.2)", "pyct (>=0.4.4)", "setuptools (>=30.3.0)", "bokeh (>=2.0.0)", "pyviz-comms (>=0.6.0)"]
+doc = ["notebook (>=5.4)", "holoviews (>1.14.1)", "matplotlib", "pillow", "plotly", "nbsite (>=0.6.1)", "nbconvert (<6.0)", "sphinx-holoviz-theme", "selenium", "phantomjs", "graphviz", "lxml"]
+examples = ["hvplot", "plotly", "altair", "streamz", "vega-datasets", "vtk", "scikit-learn", "datashader", "jupyter-bokeh", "django", "channels", "pyvista", "ipywidgets", "ipywidgets-bokeh", "ipyvolume", "ipyleaflet", "xarray (<0.17)"]
+recommended = ["notebook (>=5.4)", "holoviews (>1.14.1)", "matplotlib", "pillow", "plotly"]
+tests = ["flake8", "parameterized", "pytest", "scipy", "nbsmoke (>=0.2.0)", "pytest-cov", "codecov", "folium", "ipympl", "twine", "pandas", "ipython (>=7.0)", "holoviews"]
+
+[[package]]
+name = "param"
+version = "1.10.1"
+description = "Make your Python code clearer and more reliable by declaring Parameters."
+category = "main"
+optional = false
+python-versions = ">=2.7"
+
+[package.extras]
+all = ["flake8", "nose"]
+tests = ["nose", "flake8"]
+
+[[package]]
+name = "pathspec"
+version = "0.8.1"
+description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "pillow"
+version = "8.1.2"
+description = "Python Imaging Library (Fork)"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "pluggy"
+version = "0.13.1"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+
+[[package]]
+name = "py"
+version = "1.10.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pycodestyle"
+version = "2.7.0"
+description = "Python style guide checker"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pyct"
+version = "0.4.8"
+description = "Python package common tasks for users (e.g. copy examples, fetch data, ...)"
+category = "main"
+optional = false
+python-versions = ">=2.7"
+
+[package.dependencies]
+param = ">=1.7.0"
+
+[package.extras]
+build = ["setuptools", "param (>=1.7.0)"]
+cmd = ["pyyaml", "requests"]
+doc = ["nbsite", "sphinx-ioam-theme"]
+tests = ["flake8", "pytest"]
+
+[[package]]
+name = "pyflakes"
+version = "2.3.0"
+description = "passive checker of Python programs"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pyparsing"
+version = "2.4.7"
+description = "Python parsing module"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "pytest"
+version = "6.2.2"
+description = "pytest: simple powerful testing with Python"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
+attrs = ">=19.2.0"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+iniconfig = "*"
+packaging = "*"
+pluggy = ">=0.12,<1.0.0a1"
+py = ">=1.8.2"
+toml = "*"
+
+[package.extras]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
+
+[[package]]
+name = "pytest-cov"
+version = "2.11.1"
+description = "Pytest plugin for measuring coverage."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+coverage = ">=5.2.1"
+pytest = ">=4.6"
+
+[package.extras]
+testing = ["fields", "hunter", "process-tests (==2.0.2)", "six", "pytest-xdist", "virtualenv"]
+
+[[package]]
+name = "pytest-repeat"
+version = "0.9.1"
+description = "pytest plugin for repeating tests"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..486ea49b
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,50 @@
+[tool.poetry]
+name = "quaentropy"
+version = "v0.0.0"
+description = ""
+authors = [
+    "Guy Kerem <guy@quantum-machines.co>",
+    "Ilan Mitnikov <ilan@quantum-machines.co>",
+    "Gal Winer <gal@quantum-machines.co>",
+    "Tal Shani <tal@quantum-machines.co>"
+]
+packages = [
+    { include = "quaentropy" }
+]
+include = [
+]
+exclude = [
+    "**/tests/**",
+]
+
+[tool.poetry.dependencies]
+python = "^3.7.1"
+sqlalchemy = "^1.4.0"
+PyVISA-py = "^0.5.2"
+panel = "^0.11.1"
+bokeh = "^2.3.0"
+param = "^1.10.1"
+dill = "^0.3.3"
+pandas = "^1.2.3"
+numpy = "^1.20.1"
+jsonpickle = "^2.0.0"
+graphviz = "^0.16"
+networkx = "^2.5.1"
+
+[tool.poetry.dev-dependencies]
+pytest = "^6.2.2"
+black = "^20.8b1"
+flake8 = "^3.9.0"
+flake8-bugbear = "^21.3.2"
+pytest-repeat = "^0.9.1"
+pytest-cov = "^2.11.1"
+
+[tool.pytest.ini_options]
+
+[tool.black]
+target-version = ["py37"]
+line-length = 88
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"