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Merge pull request #42 from saibalmars/community_louvair
Community louvair
2 parents 07b2215 + 76e1997 commit 724a950

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‎.github/workflows/build.yml

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strategy:
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fail-fast: false
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matrix:
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python-version: [3.6, 3.7, 3.8, 3.9]
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python-version: ['3.7', '3.8', '3.9', '3.10', '3.11']
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os: [ubuntu-latest, macOS-latest]
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include:
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- os: ubuntu-latest
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path: ~/.cache/pip
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- os: macos-latest
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path: ~/Library/Caches/pip
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steps:
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- uses: actions/cache@v2
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with:
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path: ${{ matrix.path }}
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key: ${{ runner.os }}-pip-${{ matrix.python-version }}-${{ hashFiles('setup.py') }}
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restore-keys: |
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${{ runner.os }}-pip-${{ matrix.python-version }}-
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- uses: actions/checkout@v2
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v2
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with:
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python-version: ${{ matrix.python-version }}
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- name: Setup macOS dependencies
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if: startsWith(runner.os, 'macOS')
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run: |
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brew install libomp
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- name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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python -m pip install flake8 pytest
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python -m pip install cython
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python -m pip install numpy
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if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
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# $CONDA is an environment variable pointing to the root of the miniconda directory
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$CONDA/bin/conda install -c conda-forge --file requirements.txt flake8 pytest
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- name: Lint with flake8
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run: |
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# stop the build if there are Python syntax errors or undefined names
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flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
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$CONDA/bin/flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
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# exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
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flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
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$CONDA/bin/flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
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- name: Test with pytest
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run: |
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pytest
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$CONDA/bin/pytest

‎GraphRicciCurvature/util.py

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import logging
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import community as community_louvain
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import community.community_louvain as community_louvain
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import networkx as nx
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import numpy as np
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from functools import partial, partialmethod

‎notebooks/tutorial.ipynb

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"execution_count": 2,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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"outputs_hidden": false
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},
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"pycharm": {
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"name": "#%%\n"
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},
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"execution_count": 3,
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"metadata": {
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"collapsed": false,
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"outputs_hidden": false
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},
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},
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"execution_count": 5,
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"metadata": {
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"collapsed": false,
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"outputs_hidden": false
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},
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"pycharm": {
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},
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"execution_count": 6,
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"metadata": {
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"collapsed": false,
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"outputs_hidden": false
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},
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"pycharm": {
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"name": "#%%\n"
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"execution_count": 7,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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"outputs_hidden": false
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},
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"pycharm": {
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"name": "#%%\n"
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"jupyter": {
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"outputs_hidden": false
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},
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"pycharm": {
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"name": "#%% md\n"
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}
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"execution_count": 8,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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"outputs_hidden": false
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"pycharm": {
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"execution_count": 9,
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"metadata": {
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"collapsed": false,
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"execution_count": 10,
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"metadata": {
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"jupyter": {
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"outputs_hidden": false
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"execution_count": 10,
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"metadata": {
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"outputs_hidden": false
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"execution_count": 11,
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"execution_count": 12,
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"metadata": {
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"collapsed": false,
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"outputs_hidden": false
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"execution_count": 13,
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"metadata": {
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"outputs_hidden": false
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},
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"execution_count": 13,
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"metadata": {
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"execution_count": 14,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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"outputs_hidden": false
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},
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"execution_count": 15,
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"metadata": {
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"collapsed": false,
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"jupyter": {
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"outputs_hidden": false
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},
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"pycharm": {
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"execution_count": 16,
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"metadata": {
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"collapsed": false,
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"outputs_hidden": false
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"execution_count": 17,
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"metadata": {
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"collapsed": false,
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"outputs_hidden": false
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"metadata": {
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"m^{\\alpha}_x(x_i)=\n",
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"\\begin{cases}\n",
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"\\alpha & \\mbox{ if } x_i = x\\\\\n",
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"1-\\alpha & \\mbox{ if } x_i \\in \\pi(x)\\\\\n",
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"\\frac{1-\\alpha}{|\\pi(x)|} & \\mbox{ if } x_i \\in \\pi(x)\\\\\n",
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"0 & \\mbox{ otherwise }\n",
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"\\end{cases}\n",
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"\\end{equation*}\n",
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