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v0.0.14

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@ishii-norimi ishii-norimi released this 30 Oct 02:21
· 734 commits to main since this release

Improve

  • Add batch normalization and reverse layer of neuralnetwork
  • Add Incremental PCA
  • Accept Matrix instance in diag function
  • Export Complex number class
  • at function of Tensor throws error when the index is out bounds
  • Unify the parameters of callback of forEach and map
  • Add kron and rank function in Matrix
  • Add ActivationLayer and use in some layers
  • Layer naming done in Layer class
  • Add fromObject and toObject functions in Layer/Matrix class

Breaking change

  • Removing the KMeans dependency of Neural Gas
  • Change the constructor argument of PCA from a function to a string
  • Remove most of dst parameters of functions of Matrix
  • Remove getLayerFromName function from NeuralNetwork
  • Remove get_params and set_params from Layer classes

Bug fix

  • predict function of GBDT and XGBoost throw error
  • sqrt function of Complex returns three values
  • quantile function of Matrix returns invalid values
  • If the kernel parameter of convolute function is not square, the function returns incorrect values