A scalable, fast C++ machine learning library, with emphasis on usability.
Cover tree support for range_search, rank-approximate nearest neighbors, minimum spanning tree calculation, and FastMKS.
Dual-tree FastMKS implementation added and tests.
Added collaborative filtering package that can provide recommendations when given users and items.
Fix for correctness of Kernel PCA.
Speedups for PCA and Kernel PCA.
Fix for correctness of Neighborhood Components Analysis (NCA).
Minor speedups for dual-tree algorithms.
Fix for Naive Bayes Classifier (nbc).
Added a ridge regression option to LinearRegression (linear_regression).
Gaussian Mixture Models (gmm::GMM<>) now support arbitrary covariance matrix constraints.
MVU removed because it is known to not work.
Minor updates and fixes for kernels (in mlpack::kernel).
- Programming Language:
- Operating System:
- Data Formats:
- JMLR-MLOSS Publication: