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sparse-principal-component-analysis

Here are 5 public repositories matching this topic...

abess

abess-team / abess

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 Sep 14, 2024
C++

thanhtbt / SST

[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

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

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

Sparse Principal Component Analysis via penalised matrix decomposition

dimensionality-reduction principal-component-analysis sparse-principal-component-analysis

Updated Apr 12, 2024
MATLAB

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