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  1. torchkm torchkm Public

    TorchKM is a GPU-accelerated PyTorch-based library for kernel machines including kernel SVM with a focus on fast and integrated train + tune workflows.

    Python 97 3

  2. hdstats hdstats Public

    High-dimensional sparse regression in R: penalized Huber, SVM, quantile, and Wilcoxon rank regression via the finite smoothing algorithm. Fast C++ (Rcpp) coordinate-descent kernels with elastic-net…

    R

  3. hdsvm hdsvm Public

    Fast Algorithm for Support Vector Machine

    Fortran

  4. SAFE SAFE Public

    A Novel SAFE Model for Predicting Climate-Related Extreme Losses

    Python