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Releases: learnables/torchml

v0.1.0

27 May 09:19
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0.1.0

Added

  • Initial release with support for linear models (LinearRegression, Lasso, Ridge), naive Bayes (GaussianNaiveBayes), neighbor methods (NearestCentroid, NearestNeighbors, KNeighborsClassifier), discriminant analysis (LinearDiscriminantAnalysis, QuadraticDiscriminantAnalysis), decompositions (PCA), and kernel approximations (RBFSampler).
  • Most methods are differentiable (and gradient checked!).
  • Support for CPU/GPU.
  • Several tutorials.