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v0.19.0

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@ishii-norimi ishii-norimi released this 27 Jan 03:33
· 95 commits to main since this release
b8b9461

Improve

  • Add Naive bayes regression #711
  • Accept activation layer as object #713
  • Accept string subscript to handle optional output of onnx #719
  • Improve RNN layers #722
  • Add balancing method in matrix class #724
  • Add maxIteration argument for some eigenValues calculation methods #726
  • Add PRank #734
  • Add OAP-BPM #736
  • Add GNN layers #739
  • Add estimate method argument for ZIP #745
  • Add BRIDGE clustering #747
  • Add ZINB #757
  • Add NOF #764

Breaking changes

  • Add ordered logistic regression and rename ordered probit model #732

Bug fix

  • Fix threshold initialization in PRank and OAPBPM #741
  • Fix RBP #751
  • Set the default predicted value at the beginning of the fit in CLUES #755

Minor changes

  • Use esbuild instead of terser for minification #720
  • Estimate bias parameter in least square model #730
  • Remove unused function in OAPBPM and small changes #738
  • Simplify the gradient calculation for ordered logistic regression #749
  • Changed to a different method of generating arrays using binary numbers #753
  • Add JSDoc of MulticlassBSGD #759
  • Improve tests #761
  • Estimate bias parameter in LTS #766
  • Update version to 0.19.0 #767

Full Changelog: v0.18.0...v0.19.0