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Release 0.2.0
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@bytesnake bytesnake released this 26 Nov 14:49
· 181 commits to master since this release
0.2.0
0244747

New algorithms

  • Ordinary Linear Regression has been added to linfa-linear by [@Nimpruda] and [@paulkoerbitz]
  • Generalized Linear Models has been added to linfa-linear by [@VasanthakumarV]
  • Linear decision trees were added to linfa-trees by [@mossbanay]
  • Fast independent component analysis (ICA) has been added to linfa-ica by [@VasanthakumarV]
  • Principal Component Analysis and Diffusion Maps have been added to linfa-reduction by [@bytesnake]
  • Support Vector Machines has been added to linfa-svm by [@bytesnake]
  • Logistic regression has been added to linfa-logistic by [@paulkoerbitz]
  • Hierarchical agglomerative clustering has been added to linfa-hierarchical by [@bytesnake]
  • Gaussian Mixture Models has been added to linfa-clustering by [@relf]

Changes

  • Common metrics for classification and regression have been added
  • A new dataset interface simplifies the work with targets and labels
  • New traits for Transformer, Fit and IncrementalFit standardizes the interface
  • Switched to Github Actions for better integration
Assets 2
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