knockoff-filter

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biona001 / Knockoffs.jl

Variable Selection with Knockoffs

bioinformatics genomics lasso variable-selection feature-selection model-selection hypothesis-testing false-discovery-rate fdr conditional-independence conditional-independence-test knockoffs group-knockoffs multiple-knockoffs knockoff-filter

Updated Dec 15, 2024
Julia

A Python implementation of the "Controlling the False Discovery Rate via Knockoffs" paper from 2015, designed to provide tools for generating knockoff features and applying controlled variable selection techniques in high-dimensional data settings.

github gwas dimensionality-reduction gitkraken collaborate false-discovery-rate github-copilot knockoff knockoff-filter synthethic-data

Updated May 12, 2024
Jupyter Notebook

lcrawlab / recall

Star

Calibrated clustering with artificial variables to avoid over-clustering in single-cell RNA-sequencing

clustering single-cell single-cell-genomics single-cell-rna-seq single-cell-analysis knockoffs knockoff-filter

Updated Nov 19, 2024
R

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