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Releases: sknetwork-team/scikit-network

v0.33.5

19 Nov 10:05
f8f9dfc

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  • Add Python 3.14
  • Drop Python 3.9

v0.33.4

14 Nov 17:04

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  • Fix wheel build on Windows
  • Fix wheel build on MacOS

v0.33.3

13 May 11:07

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  • Fix wheel generation for Python 3.13

0.33.2

13 May 11:07

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0.33.2 Pre-release
Pre-release
  • Add Python 3.13
  • Add wheel for aarch64
  • Fix bug on color display

0.33.1

18 Sep 09:35

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  • Upgrade Numpy dependency

v0.33.0

18 Sep 06:23

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  • Add Python 3.12
  • Drop Python 3.8

0.32.1

03 Apr 05:23
8796f52

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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

22 May 15:32

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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

12 Apr 12:20

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  • Add overview
  • Add predict_proba method to classification and clustering

0.29.0

30 Mar 07:10
1292664

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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