Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: batch-effects

thierrygosselin/radiator

RADseq Data Exploration, Manipulation and Visualization using R

Language: HTML - Size: 9.87 MB - Last synced: about 20 hours ago - Pushed: about 22 hours ago - Stars: 57 - Forks: 23

HaidYi/DASC

Detecting hidden batch factors through data adaptive adjustment for biological effects

Language: R - Size: 1.58 MB - Last synced: 17 days ago - Pushed: about 6 years ago - Stars: 3 - Forks: 3

MartinLoza/Canek

Unbiased integration of single cell transcriptomes.

Language: R - Size: 38.4 MB - Last synced: 23 days ago - Pushed: 5 months ago - Stars: 5 - Forks: 1

chriscainx/mnnpy

An implementation of MNN (Mutual Nearest Neighbors) correct in python.

Language: Python - Size: 1.05 MB - Last synced: 8 days ago - Pushed: over 1 year ago - Stars: 69 - Forks: 33

symbioticMe/proBatch

Tools for Batch Effects Diagnostics and Correction

Language: R - Size: 4.73 MB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 14 - Forks: 6

symbioticMe/batch_effects_workflow_code

Code accompanying batch effects processing workflow for "omic" data, mainly targeted for proteomics

Language: R - Size: 12.2 MB - Last synced: 3 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 2

fedeago/NewWave

NewWave

Language: R - Size: 6.32 MB - Last synced: 3 months ago - Pushed: about 2 years ago - Stars: 4 - Forks: 2

zhangyuqing/ComBat-seq

Batch effect adjustment based on negative binomial regression for RNA sequencing count data

Language: R - Size: 597 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 142 - Forks: 39

uds-helms/BEclear

Correction of batch effects in DNA methylation data

Language: R - Size: 1.07 MB - Last synced: 7 days ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

nkimoto/sc_batch_remove

Wrapper of batch removal method for scRNA-seq

Language: R - Size: 2.93 KB - Last synced: 8 months ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 1

theislab/kBET

An R package to test for batch effects in high-dimensional single-cell RNA sequencing data.

Language: R - Size: 7.82 MB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 137 - Forks: 23

mbongaerts/Metchalizer

Language: Jupyter Notebook - Size: 156 MB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1

tengfei-emory/scBatch

Batch Effect Correction of RNA-seq Data through Sample Distance Matrix Adjustment

Language: R - Size: 1.85 MB - Last synced: 8 months ago - Pushed: about 3 years ago - Stars: 17 - Forks: 9

SLINGhub/StratiRandom

R script and Shiny app to perform stratified randomisation

Language: R - Size: 95.7 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

pavlin-policar/ALRA

Imputation method for scRNA-seq based on low-rank approximation

Language: Python - Size: 2.69 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 3 - Forks: 0

stopsack/batchtma

batchtma: R package to adjust for batch effects, for example between tissue microarrays

Language: R - Size: 11.2 MB - Last synced: 16 days ago - Pushed: 8 months ago - Stars: 1 - Forks: 1

biolab/tsne-embedding

Embedding to Reference t-SNE Space Addresses Batch Effects in Single-Cell Classification

Language: Jupyter Notebook - Size: 55.4 MB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 7 - Forks: 3

tengfei-emory/QuantNorm

Mitigating the adverse impact of batch effects in sample pattern detection

Language: R - Size: 5.98 MB - Last synced: 16 days ago - Pushed: over 4 years ago - Stars: 9 - Forks: 2

KChen-lab/bcd

Visualization and analysis of single-cell RNA-seq data by alternative clustering

Language: HTML - Size: 46.1 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 4 - Forks: 1

genepattern/ComBat_Seq

Batch effect adjustment based on negative binomial regression for RNA sequencing count data. Credits: https://github.com/zhangyuqing/ComBat-seq

Language: R - Size: 57 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

SkadiEye/RZiMM

RZiMM: A Regularized Zero-inflated Mixture Model for scRNA-seq Data

Language: R - Size: 5.18 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

jumphone/BEER

BEER: Batch EffEct Remover for single-cell data

Language: R - Size: 60.1 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 19 - Forks: 8

neuroquant/fmri-site-effects

Uses regression and factor model approach to correct for site effects in fMRI volumes

Language: MATLAB - Size: 67.4 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

mRcSchwering/Lattirl

Package for analyzing batch effects in single cell RNA sequencing (scRNA-seq) analysis and predicting their impact on downstream analysis.

Language: R - Size: 92 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

mRcSchwering/scRNAseq_batchEffects

Analyzing batch effects in single cell RNA sequencing (scRNA-seq) analysis and predicting their impact on downstream analysis.

Language: R - Size: 14.1 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 1

uds-helms/BEclear-CL

Correction of batch effects with BEclear as a command line tool

Language: R - Size: 806 KB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

neuroquant/tutorial-prni-2017

This repository contains iPython notebooks that run on the octave kernel to accompany tutorial and slides presented at PRNI

Language: Jupyter Notebook - Size: 261 KB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 2 - Forks: 1

Related Keywords
batch-effects 27 scrna-seq 5 normalization 5 single-cell-analysis 4 rna-seq 3 single-cell-rna-seq 3 visualization 2 negative-binomial-regression 2 fmri 2 statistical-methods 2 clustering 2 latent-factor-model 2 imputation 2 methylation 2 missing-data 2 missing-values 2 statistical-learning 2 r 2 stochastic-gradient-descent 2 tissue-microarray-analysis 1 embedding 1 machine-learning 1 tsne 1 measurement-error 1 svd 1 matrix-completion 1 randomization 1 lc-ms 1 cohort-studies 1 untargeted-metabolomics 1 metabolomics 1 preprocessing 1 prni2017 1 neuroimaging 1 multi-site-imaging 1 covariance-matrix 1 covariance-estimation 1 command-line-tool 1 r-package 1 tms-fmri 1 site-effects 1 reliability 1 functional-programming 1 fmri-preproc 1 correlation-matrices 1 umap 1 scatac-seq 1 zero-inflated 1 singlecell 1 dropout 1 differentially-expressed-genes 1 genepattern-module 1 single-cell 1 gene-expression 1 radseq-data 1 radseq 1 paralogs 1 outliers-detection 1 outliers 1 missingness 1 heterozygosity 1 genotyping-by-sequencing 1 genotype-likelihoods 1 genomics-visualization 1 genomics 1 genomic-data-analysis 1 genetics 1 gbs 1 filter 1 artifacts-detection 1 age-gender-estimation 1 scrnaseq 1 quantification 1 data-science 1 rpackage 1 dna-methylation 1 bioconductor-package 1 negative-binomial 1 dimensionality-reduction 1 proteomics-data-analysis 1 proteome 1 mutual-nearest-neighbor 1 mnn-correct 1 biological-data-analysis 1 bioinformatics-tool 1 transcriptomics 1 bioinformatics 1 quality-control 1