Scikit-network

Latest version: v0.33.0

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0.12.0

Not secure
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* Added VerboseMixin for verbosity features
* Added Loaders for WikiLinks & Konect databases

0.11.0

Not secure
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* sknetwork: new API for bipartite graphs
* new module: Soft node classification
* new module: Node classification
* new module: data (merge toy graphs + loader)
* clustering: Spectral Clustering
* ranking: new algorithms
* utils: K-neighbors
* hierarchy: Spectral WardDense
* data: loader (Vital Wikipedia)

0.10.1

Not secure
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* Minor bug

0.10.0

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* Clustering (and related metrics) for directed and bipartite graphs
* Hierarchical clustering (and related metrics) for directed and bipartite graphs
* Fix bugs on embedding algorithms

0.9.0

Not secure
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* Change parser output
* Fix bugs in ranking algorithms (zero-degree nodes)
* Add notebooks
* Import algorithms from scipy (shortest path, connected components, bfs/dfs)
* Change SVD embedding (now in decreasing order of singular values)

0.8.2

Not secure
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* Minor bug

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