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v0.0.23

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@ishii-norimi ishii-norimi released this 01 Jan 03:21
· 574 commits to main since this release

Improve

  • Add UMAP
  • Add predict function in Sammon, SNE and tSNE
  • Improve LLE process
  • Add Zero-inflated poisson model
  • Add Bilinear, Cubic convolution, Lanczos and Sinc interpolation
  • Add Support vector clustering
  • Add Diffusion map
  • Add trigonometric and hyperbolic function layers

Breaking changes

  • Change FastMap, Isomap, LaplacianEigenmaps, LLE, LSA, MDS and RandomProjection functions to classes
  • Change Latent Dirichlet Allocation model to accept categorical data
  • Change arguments of functions of Isolation forest
  • Change argument type of predict function of SVM, SVR and OCSVM
  • Split PAM and CLARA into separate files

Minor changes

  • predict function of PercentileAnormaly returns boolean values
  • Remove unused variables in A2C model