Changelog¶
All notable changes to this project will be documented in this file.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
[Unreleased]¶
Added¶
Changed¶
Fixed¶
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.