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GitHub topics: knockoff-filter

biona001/Knockoffs.jl

Variable Selection with Knockoffs

Language: Julia - Size: 13.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 7 - Forks: 0

lcrawlab/recall

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

Language: R - Size: 1.93 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

jrazi/KnockoffOrigins

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.

Language: Jupyter Notebook - Size: 178 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

Related Keywords
knockoff-filter 3 false-discovery-rate 2 knockoffs 2 synthethic-data 1 knockoff 1 gwas 1 gitkraken 1 github-copilot 1 github 1 dimensionality-reduction 1 collaborate 1 single-cell-rna-seq 1 single-cell-genomics 1 single-cell-analysis 1 single-cell 1 clustering 1 variable-selection 1 multiple-knockoffs 1 model-selection 1 lasso 1 hypothesis-testing 1 group-knockoffs 1 genomics 1 feature-selection 1 fdr 1 conditional-independence-test 1 conditional-independence 1 bioinformatics 1