R-universe - ruzhangzhao (Ruzhang Zhao)

mixhvg - Mixture of Multiple Highly Variable Feature Selection Methods

Highly variable gene selection methods, including popular public available methods, and also the mixture of multiple highly variable gene selection methods, <https://github.com/RuzhangZhao/mixhvg>. Reference: <doi:10.1101/2024.08.25.608519>.

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rna-seq-analysisrna-seq-pipelinesingle-cellsingle-cell-rna-seqvariable-selection

4.02 score 7 stars 8 scripts 210 downloads

Immigrate - Iterative Max-Min Entropy Margin-Maximization with Interaction Terms for Feature Selection

Based on large margin principle, this package performs feature selection methods: "IM4E"(Iterative Margin-Maximization under Max-Min Entropy Algorithm); "Immigrate"(Iterative Max-Min Entropy Margin-Maximization with Interaction Terms Algorithm); "BIM"(Boosted version of IMMIGRATE algorithm); "Simba"(Iterative Search Margin Based Algorithm); "LFE"(Local Feature Extraction Algorithm). This package also performs prediction for the above feature selection methods.

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cpp

3.45 score 4 stars 14 scripts 179 downloads