Scikit-network

Latest version: v0.32.0

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0.32.0

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* Add Leiden clustering algorithm
* Add k-center clustering algorithm
* Add functions to detect and break cycles
* Add damping factor in diffusion
* Fix F1 scores
* Remove hierarchical Louvain embedding
* Get clustering coefficient for directed graphs

0.31.0

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* Add Python 3.11
* Add set_param / get_param to algorithms, suggested by Franz Kiraly (557)
* Compute shortest paths by matrix-vector multiplications
* Make tools on topology (cliques, code-decomposition, etc.) as functions
* Rename parameter membership -> probs for soft classification / clustering
* Add softmax to classification by diffusion

0.30.0

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* Add overview
* Add predict_proba method to classification and clustering

0.29.0

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* Change API for clustering (predict / transform)
* Change API for classification (seeds -> labels)
* Change API for ranking (seeds -> weights)
* Change API for GNN (same as classifiers)
* Remove first order methods for link prediction
* Add nearest neighbor methods for link prediction
* Add KNN classifier without embedding
* Add TF-IDF
* Solve security issues by upgrade of wheels and ipython

0.28.3

Not secure
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* Drop Python 3.7
* Update Numpy requirement

0.28.2

Not secure
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* Allow Python 3.7, by Thomas Bonald
* Fix input format for KMeans, issue 548 raised by sgerbe

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