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Differential Expression Python Packages

Python packages with the GitHub topic differential-expression. Sorted by monthly downloads, with stars and forks.
owkin
pydeseq2

A Python implementation of the DESeq2 pipeline for bulk RNA-seq DEA.

277K 763 91
scverse
pertpy

Single-cell perturbation analysis

6K 347 67
noamteyssier
adpbulk

pseudobulking on an AnnData object

3K 37 1
vxxqv
openomicsbench

Traceable omics benchmarks with multi-method matrices, regression gates, portable bundles and sequence tools.

3K 2 0
john-mulvey
pylimma

Python port of R limma for differential expression analysis

2K 6 0
ArcInstitute
gpudge

Lightweight GPU-only Mann–Whitney U differential expression for single-cell CRISPR perturbation screens

1K 6 0
cbib
dimet

Differential analysis of targeted Isotope-labeled Metabolomics data

545 5 2
pblumenkamp
curare

Curare - A customizable and reproducible analysis pipeline for RNA-Seq experiments

474 8 2
lingfeiwang
normalisr

Causal inference, differential expression, and co-expression for scRNA-seq

373 21 4
noamteyssier
idea-bio

Integrated Differential Expression and Annotation

325 7 0
rosetta-bioc
rosetta-bioc

Rosetta Stone between R and Python for bio

269 6 1
shao-lab
manorm

A robust model for quantitative comparison of ChIP-Seq data sets.

232 23 7
s4s4s4s
pbcheck

An auditor of pseudoreplication in single-cell RNA-seq differential expression. Phase 0: pre-registered measurement study.

125 0 0
princello
ncountr

Python pipeline for Nanostring nCounter gene expression analysis — parse, QC, normalize, DE, pathway scoring

92 3 0
eweitz
degenome

Differential expression across the genome

58 3 0
fcomitani
tapir-rna

Transcriptiome Analysis in Python Imported from R

50 2 0
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