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Add visualization figure to README
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.gitignore

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# Generated figures
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*.png
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!docs/example_figures/*.png
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*.pdf
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# Byte-compiled / optimized / DLL files

README.md

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# ModularityPruning
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![ModularityPruning visualization](docs/example_figures/article_figure_method_visual.png)
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ModularityPruning is a pruning tool to identify small subsets of network
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partitions that are significant from the perspective of stochastic block model
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inference. This method works for single-layer and multi-layer networks, as well
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docs/index.rst

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Welcome to ModularityPruning's documentation!
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=============================================
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.. image:: example_figures/article_figure_method_visual.png
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ModularityPruning is a pruning tool to identify small subsets of network partitions that are significant from the
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perspective of stochastic block model inference.
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