abess-team / abess Star 489 Code Issues Pull requests Discussions Fast Best-Subset Selection Library python machine-learning r linear-regression scikit-learn high-dimensional-data feature-selection logistic-regression cox-regression principal-component-analysis classification-algorithm ordinal-regression poisson-regression sure-independence-screening multitask-learning sparse-principal-component-analysis robust-principal-component-analysis polynomial-algorithm best-subset-selection Updated Dec 6, 2025 C++
thanhtbt / SST Star 5 Code Issues Pull requests [IEEE TSP 2024] "OPIT: A Simple but Effective Sparse Subspace Tracking". In IEEE Transactions on Signal Process. 2024 high-dimensional-data subspace-tracking sparse-principal-component-analysis power-iteration sparse-representation sparse-subspace online-setting Updated Jan 4, 2024 MATLAB
yixuan / gradfps Star 3 Code Issues Pull requests Gradient-based Fantope projection and selection algorithm for sparse PCA constrained-optimization eigenvalue convex-optimization sparse-pca sparse-principal-component-analysis eigenvector Updated Jul 17, 2022 C
ahmedaq / RoCA Star 2 Code Issues Pull requests Software for identifying co-evolutionary sectors in proteins using RoCA matlab protein pca hiv principal-component-analysis sca roca spca hcv co-evolution evolutionary-sectors sparse-principal-component-analysis sectors Updated Sep 27, 2018 MATLAB
htpusa / spca Star 0 Code Issues Pull requests Sparse Principal Component Analysis via penalised matrix decomposition dimensionality-reduction principal-component-analysis sparse-principal-component-analysis Updated Apr 12, 2024 MATLAB