An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

bioconductor.org "Normalization" keyword

Top 0.5% on bioconductor.org
DESeq2 1.50.2
Differential gene expression analysis based on the negative binomial distribution
11 versions - Latest release: 4 months ago - 146 dependent packages - 4.2 million downloads total - 330 stars on GitHub - 1 maintainer
Top 1.7% on bioconductor.org
sva 3.58.0
Surrogate Variable Analysis
7 versions - Latest release: 4 months ago - 43 dependent packages - 1.17 million downloads total - 3 maintainers
Top 0.6% on bioconductor.org
edgeR 4.8.2
Empirical Analysis of Digital Gene Expression Data in R
26 versions - Latest release: 2 months ago - 181 dependent packages - 4.27 million downloads total - 4 maintainers
Top 0.3% on bioconductor.org
limma 3.66.0
Linear Models for Microarray and Omics Data
16 versions - Latest release: 4 months ago - 322 dependent packages - 6.95 million downloads total - 1 maintainer
SanityR 1.0.0
R/Bioconductor interface to the Sanity model gene expression analysis
1 version - Latest release: 4 months ago - 1.15 thousand downloads total - 2 stars on GitHub - 1 maintainer
MSstatsShiny 1.12.1
MSstats GUI for Statistical Anaylsis of Proteomics Experiments
11 versions - Latest release: 2 days ago - 9.86 thousand downloads total - 9 stars on GitHub - 1 maintainer
Top 1.5% on bioconductor.org
scater 1.38.0
Single-Cell Analysis Toolkit for Gene Expression Data in R
9 versions - Latest release: 4 months ago - 96 dependent packages - 1.06 million downloads total - 1 maintainer
Top 1.9% on bioconductor.org
minfi 1.56.0
Analyze Illumina Infinium DNA methylation arrays
8 versions - Latest release: 4 months ago - 31 dependent packages - 940 thousand downloads total - 64 stars on GitHub - 1 maintainer
Top 8.3% on bioconductor.org
MANOR 1.82.0
CGH Micro-Array NORmalization
6 versions - Latest release: 4 months ago - 40.1 thousand downloads total - 1 maintainer
DspikeIn 1.0.0
Estimating Absolute Abundance from Microbial Spike-in Controls
2 versions - Latest release: 3 months ago - 843 downloads total - 16 stars on GitHub - 1 maintainer
standR 1.14.0
Spatial transcriptome analyses of Nanostring's DSP data in R
6 versions - Latest release: 4 months ago - 12.1 thousand downloads total - 22 stars on GitHub - 1 maintainer
normr 1.36.0
Normalization and difference calling in ChIP-seq data
6 versions - Latest release: 3 months ago - 24.4 thousand downloads total - 11 stars on GitHub - 1 maintainer
MSstatsLiP 1.16.0
LiP Significance Analysis in shotgun mass spectrometry-based proteomic experiments
10 versions - Latest release: 4 months ago - 9.69 thousand downloads total - 3 stars on GitHub - 1 maintainer
qsea 1.36.0
IP-seq data analysis and vizualization
6 versions - Latest release: 4 months ago - 18.4 thousand downloads total - 1 maintainer
Top 9.8% on bioconductor.org
ANCOMBC 2.12.0
Microbiome differential abudance and correlation analyses with bias correction
8 versions - Latest release: 3 months ago - 3 dependent packages - 128 thousand downloads total - 125 stars on GitHub - 1 maintainer
SmartPhos 1.0.0
A phosphoproteomics data analysis package with an interactive ShinyApp
1 version - Latest release: 4 months ago - 339 downloads total - 5 stars on GitHub - 1 maintainer
notame 1.0.1
Workflow for non-targeted LC-MS metabolic profiling
2 versions - Latest release: about 1 month ago - 1.43 thousand downloads total - 3 stars on GitHub - 1 maintainer
simpleSeg 1.12.0
A package to perform simple cell segmentation
10 versions - Latest release: 3 months ago - 9.69 thousand downloads total - 0 stars on GitHub - 1 maintainer
scHiCcompare 1.2.0
Differential Analysis of Single-cell Hi-C Data
2 versions - Latest release: 3 months ago - 2.73 thousand downloads total - 0 stars on GitHub - 1 maintainer
BASiCStan 1.12.0
Stan implementation of BASiCS
6 versions - Latest release: 3 months ago - 7.39 thousand downloads total - 0 stars on GitHub - 1 maintainer
qPLEXanalyzer 1.28.2
Tools for quantitative proteomics data analysis
7 versions - Latest release: 8 days ago - 13.8 thousand downloads total - 1 stars on GitHub - 1 maintainer
MultiRNAflow 1.8.0
An R package for integrated analysis of temporal RNA-seq data with multiple biological conditions
5 versions - Latest release: 3 months ago - 6.34 thousand downloads total - 0 stars on GitHub - 1 maintainer
spqn 1.22.0
Spatial quantile normalization
6 versions - Latest release: 3 months ago - 10.5 thousand downloads total - 5 stars on GitHub - 1 maintainer
omicsGMF 1.0.0
Dimensionality reduction of (single-cell) omics data in R using omicsGMF
1 version - Latest release: 4 months ago - 781 downloads total - 1 maintainer
conumee 1.44.0
Enhanced copy-number variation analysis using Illumina DNA methylation arrays
6 versions - Latest release: 3 months ago - 37.3 thousand downloads total - 1 maintainer
funtooNorm 1.34.0
Normalization Procedure for Infinium HumanMethylation450 BeadChip Kit
6 versions - Latest release: 4 months ago - 15.6 thousand downloads total - 1 maintainer
proDA 1.24.0
Differential Abundance Analysis of Label-Free Mass Spectrometry Data
7 versions - Latest release: 4 months ago - 1 dependent package - 23.4 thousand downloads total - 16 stars on GitHub - 1 maintainer
Top 5.1% on bioconductor.org
ACME 2.66.0
Algorithms for Calculating Microarray Enrichment (ACME)
6 versions - Latest release: 3 months ago - 1 dependent package - 56 thousand downloads total - 1 maintainer
Top 2.4% on bioconductor.org
DiffBind 3.20.0
Differential Binding Analysis of ChIP-Seq Peak Data
6 versions - Latest release: 3 months ago - 2 dependent packages - 302 thousand downloads total - 1 maintainer
Linnorm 2.34.0
Linear model and normality based normalization and transformation method (Linnorm)
6 versions - Latest release: 4 months ago - 1 dependent package - 35.3 thousand downloads total - 1 maintainer
bayNorm 1.28.0
Single-cell RNA sequencing data normalization
6 versions - Latest release: 3 months ago - 18.5 thousand downloads total - 9 stars on GitHub - 1 maintainer
MBQN 2.22.0
Mean/Median-balanced quantile normalization
6 versions - Latest release: 3 months ago - 10.7 thousand downloads total - 2 stars on GitHub - 1 maintainer
nipalsMCIA 1.8.1
Multiple Co-Inertia Analysis via the NIPALS Method
10 versions - Latest release: 9 days ago - 6.45 thousand downloads total - 7 stars on GitHub - 1 maintainer
proBatch 1.15.1 removed
Tools for Diagnostics and Corrections of Batch Effects in Proteomics
1 version - Latest release: over 2 years ago - 5.93 thousand downloads total - 17 stars on GitHub - 1 maintainer
HicAggR 1.2.0
Set of 3D genomic interaction analysis tools
3 versions - Latest release: about 1 year ago - 1.59 thousand downloads total - 0 stars on GitHub - 1 maintainer
PLSDAbatch 1.6.0
PLSDA-batch
4 versions - Latest release: 3 months ago - 5.5 thousand downloads total - 13 stars on GitHub - 1 maintainer
statTarget 1.40.0
Statistical Analysis of Molecular Profiles
6 versions - Latest release: 3 months ago - 31.1 thousand downloads total - 1 maintainer
Top 9.0% on bioconductor.org
Maaslin2 1.23.0
"Multivariable Association Discovery in Population-scale Meta-omics Studies"
6 versions - Latest release: 4 months ago - 4 dependent packages - 81.9 thousand downloads total - 1 maintainer
dar 1.6.0
Differential Abundance Analysis by Consensus
4 versions - Latest release: 3 months ago - 4.84 thousand downloads total - 4 stars on GitHub - 1 maintainer
NormalyzerDE 1.28.0
Evaluation of normalization methods and calculation of differential expression analysis statistics
6 versions - Latest release: 3 months ago - 25.6 thousand downloads total - 25 stars on GitHub - 1 maintainer
PRONE 1.4.0
The PROteomics Normalization Evaluator
7 versions - Latest release: 3 months ago - 4.38 thousand downloads total - 6 stars on GitHub - 1 maintainer
ELViS 1.2.0
An R Package for Estimating Copy Number Levels of Viral Genome Segments Using Base-Resolution Rea...
2 versions - Latest release: 3 months ago - 2.63 thousand downloads total - 0 stars on GitHub - 1 maintainer
multiHiCcompare 1.28.0
Normalize and detect differences between Hi-C datasets when replicates of each experimental condi...
6 versions - Latest release: 3 months ago - 2 dependent packages - 18.6 thousand downloads total - 10 stars on GitHub - 1 maintainer
lipidr 2.24.0
Data Mining and Analysis of Lipidomics Datasets
7 versions - Latest release: 3 months ago - 1 dependent package - 18.7 thousand downloads total - 31 stars on GitHub - 1 maintainer
spiky 1.16.0
Spike-in calibration for cell-free MeDIP
6 versions - Latest release: 3 months ago - 8.23 thousand downloads total - 3 stars on GitHub - 1 maintainer
epiregulon.extra 1.6.0
Companion package to epiregulon with additional plotting, differential and graph functions
7 versions - Latest release: 3 months ago - 5.28 thousand downloads total - 0 stars on GitHub - 1 maintainer
tidySingleCellExperiment 1.20.1
Brings SingleCellExperiment to the Tidyverse
7 versions - Latest release: 3 months ago - 4 dependent packages - 21.4 thousand downloads total - 36 stars on GitHub - 1 maintainer
BatchQC 2.6.1
Batch Effects Quality Control Software
7 versions - Latest release: 11 days ago - 29.7 thousand downloads total - 9 stars on GitHub - 1 maintainer
CAGEfightR 1.30.0
Analysis of Cap Analysis of Gene Expression (CAGE) data using Bioconductor
6 versions - Latest release: 3 months ago - 1 dependent package - 30.5 thousand downloads total - 9 stars on GitHub - 1 maintainer
GeoDiff 1.16.0
Count model based differential expression and normalization on GeoMx RNA data
6 versions - Latest release: 3 months ago - 9.72 thousand downloads total - 9 stars on GitHub - 1 maintainer
gemma.R 3.6.1
A wrapper for Gemma's Restful API to access curated gene expression data and differential express...
18 versions - Latest release: 26 days ago - 9.03 thousand downloads total - 10 stars on GitHub - 1 maintainer
qmtools 1.14.0
Quantitative Metabolomics Data Processing Tools
6 versions - Latest release: 3 months ago - 7.93 thousand downloads total - 2 stars on GitHub - 1 maintainer
MBECS 1.14.0
Evaluation and correction of batch effects in microbiome data-sets
6 versions - Latest release: 3 months ago - 9.98 thousand downloads total - 4 stars on GitHub - 1 maintainer
MEAT 1.22.0
Muscle Epigenetic Age Test
6 versions - Latest release: 3 months ago - 11 thousand downloads total - 1 stars on GitHub - 1 maintainer
gCrisprTools 2.16.0
Suite of Functions for Pooled Crispr Screen QC and Analysis
6 versions - Latest release: 3 months ago - 19.1 thousand downloads total - 1 maintainer
netSmooth 1.30.0
Network smoothing for scRNAseq
6 versions - Latest release: 3 months ago - 1 dependent package - 15.9 thousand downloads total - 28 stars on GitHub - 1 maintainer
UMI4Cats 1.20.0
UMI4Cats: Processing, analysis and visualization of UMI-4C chromatin contact data
8 versions - Latest release: 3 months ago - 10.2 thousand downloads total - 5 stars on GitHub - 1 maintainer
msqrob2 1.18.0
Robust statistical inference for quantitative LC-MS proteomics
7 versions - Latest release: 3 months ago - 14.6 thousand downloads total - 7 stars on GitHub - 1 maintainer
CPSM 1.2.0
CPSM: Cancer patient survival model
2 versions - Latest release: 3 months ago - 2.53 thousand downloads total - 1 stars on GitHub - 1 maintainer
TEKRABber 1.14.1
An R package estimates the correlations of orthologs and transposable elements between two species
7 versions - Latest release: 26 days ago - 9.26 thousand downloads total - 3 stars on GitHub - 1 maintainer
bnbc 1.32.0
Bandwise normalization and batch correction of Hi-C data
7 versions - Latest release: 3 months ago - 17.9 thousand downloads total - 2 stars on GitHub - 1 maintainer
GladiaTOX 1.26.0
R Package for Processing High Content Screening data
8 versions - Latest release: 3 months ago - 11.5 thousand downloads total - 0 stars on GitHub - 1 maintainer
HiCDCPlus 1.18.0
Hi-C Direct Caller Plus
6 versions - Latest release: 3 months ago - 11.2 thousand downloads total - 1 maintainer
notameViz 1.0.2
Workflow for non-targeted LC-MS metabolic profiling
2 versions - Latest release: 12 days ago - 1.08 thousand downloads total - 0 stars on GitHub - 1 maintainer
IntEREst 1.34.0
Intron-Exon Retention Estimator
8 versions - Latest release: 3 months ago - 18.4 thousand downloads total - 1 maintainer
CuratedAtlasQueryR 1.8.0
Queries the Human Cell Atlas
6 versions - Latest release: 3 months ago - 6.54 thousand downloads total - 92 stars on GitHub - 1 maintainer
Wrench 1.28.0
Wrench normalization for sparse count data
6 versions - Latest release: 3 months ago - 1 dependent package - 162 thousand downloads total - 6 stars on GitHub - 1 maintainer
scMerge 1.26.0
scMerge: Merging multiple batches of scRNA-seq data
6 versions - Latest release: 3 months ago - 2 dependent packages - 49.7 thousand downloads total - 68 stars on GitHub - 1 maintainer
metaseqR2 1.22.0
An R package for the analysis and result reporting of RNA-Seq data by combining multiple statisti...
6 versions - Latest release: 3 months ago - 12.2 thousand downloads total - 1 maintainer
Dino 1.16.0
Normalization of Single-Cell mRNA Sequencing Data
6 versions - Latest release: 3 months ago - 8.75 thousand downloads total - 10 stars on GitHub - 1 maintainer
SCnorm 1.32.0
Normalization of single cell RNA-seq data
7 versions - Latest release: 3 months ago - 27.4 thousand downloads total - 49 stars on GitHub - 1 maintainer
methylclock 1.16.0
Methylclock - DNA methylation-based clocks
6 versions - Latest release: 3 months ago - 17.3 thousand downloads total - 46 stars on GitHub - 1 maintainer
Top 3.3% on bioconductor.org
missMethyl 1.44.0
Analysing Illumina HumanMethylation BeadChip Data
7 versions - Latest release: 3 months ago - 5 dependent packages - 183 thousand downloads total - 4 maintainers
protGear 1.14.0
Protein Micro Array Data Management and Interactive Visualization
6 versions - Latest release: 4 months ago - 9.72 thousand downloads total - 1 stars on GitHub - 1 maintainer
KnowSeq 1.24.0
KnowSeq R/Bioc package: The Smart Transcriptomic Pipeline
6 versions - Latest release: 3 months ago - 13.8 thousand downloads total - 1 maintainer
phenomis 1.12.0
Postprocessing and univariate analysis of omics data
8 versions - Latest release: 3 months ago - 7.53 thousand downloads total - 1 maintainer
cytomapper 1.22.0
Visualization of highly multiplexed imaging data in R
6 versions - Latest release: 4 months ago - 3 dependent packages - 34.2 thousand downloads total - 33 stars on GitHub - 1 maintainer
ChromSCape 1.20.0
Analysis of single-cell epigenomics datasets with a Shiny App
6 versions - Latest release: 3 months ago - 10.2 thousand downloads total - 14 stars on GitHub - 1 maintainer
notameStats 1.0.0
Workflow for non-targeted LC-MS metabolic profiling
1 version - Latest release: 4 months ago - 586 downloads total - 0 stars on GitHub - 1 maintainer
qsvaR 1.14.0
Generate Quality Surrogate Variable Analysis for Degradation Correction
6 versions - Latest release: 4 months ago - 9.49 thousand downloads total - 0 stars on GitHub - 1 maintainer
TurboNorm 1.58.0
A fast scatterplot smoother suitable for microarray normalization
6 versions - Latest release: 3 months ago - 30.9 thousand downloads total - 1 maintainer
variancePartition 1.40.1
Quantify and interpret drivers of variation in multilevel gene expression experiments
12 versions - Latest release: 2 months ago - 4 dependent packages - 131 thousand downloads total - 10 stars on GitHub - 1 maintainer
fishpond 2.16.0
Fishpond: downstream methods and tools for expression data
6 versions - Latest release: 3 months ago - 1 dependent package - 58.8 thousand downloads total - 29 stars on GitHub - 1 maintainer
POMA 1.20.0
Tools for Omics Data Analysis
6 versions - Latest release: 3 months ago - 1 dependent package - 15.1 thousand downloads total - 12 stars on GitHub - 1 maintainer
Spaniel 1.24.0
Spatial Transcriptomics Analysis
6 versions - Latest release: 3 months ago - 12.8 thousand downloads total - 1 maintainer
EnMCB 1.22.0
Predicting Disease Progression Based on Methylation Correlated Blocks using Ensemble Models
6 versions - Latest release: 3 months ago - 10.8 thousand downloads total - 9 stars on GitHub - 1 maintainer
benchdamic 1.16.0
Benchmark of differential abundance methods on microbiome data
13 versions - Latest release: 3 months ago - 7.68 thousand downloads total - 5 stars on GitHub - 1 maintainer
Top 10.0% on bioconductor.org
CAGEr 2.16.0
Analysis of CAGE (Cap Analysis of Gene Expression) sequencing data for precise mapping of transcr...
6 versions - Latest release: 3 months ago - 2 dependent packages - 46.8 thousand downloads total - 1 maintainer
BOBaFIT 1.14.0
Refitting diploid region profiles using a clustering procedure
6 versions - Latest release: 3 months ago - 7.99 thousand downloads total - 0 stars on GitHub - 1 maintainer
tidyomics 1.6.0
Easily install and load the tidyomics ecosystem
5 versions - Latest release: 3 months ago - 5.59 thousand downloads total - 68 stars on GitHub - 1 maintainer
CeTF 1.22.0
Coexpression for Transcription Factors using Regulatory Impact Factors and Partial Correlation an...
6 versions - Latest release: 3 months ago - 13 thousand downloads total - 1 maintainer
RUVnormalize 1.44.0
RUV for normalization of expression array data
6 versions - Latest release: 3 months ago - 24.1 thousand downloads total - 1 maintainer
Top 3.0% on bioconductor.org
metagenomeSeq 1.52.0
Statistical analysis for sparse high-throughput sequencing
7 versions - Latest release: 3 months ago - 11 dependent packages - 246 thousand downloads total - 71 stars on GitHub - 1 maintainer
Harman 1.38.0
The removal of batch effects from datasets using a PCA and constrained optimisation based technique
6 versions - Latest release: 3 months ago - 1 dependent package - 30.3 thousand downloads total - 1 maintainer
MSstatsPTM 2.12.0
Statistical Characterization of Post-translational Modifications
12 versions - Latest release: 3 months ago - 2 dependent packages - 18.8 thousand downloads total - 6 stars on GitHub - 1 maintainer
AMARETTO 1.26.0
Regulatory Network Inference and Driver Gene Evaluation using Integrative Multi-Omics Analysis an...
6 versions - Latest release: 4 months ago - 16.9 thousand downloads total - 1 maintainer
diffHic 1.42.0
Differential Analysis of Hi-C Data
6 versions - Latest release: 3 months ago - 33.3 thousand downloads total - 3 maintainers
DEqMS 1.28.0
a tool to perform statistical analysis of differential protein expression for quantitative proteo...
6 versions - Latest release: 3 months ago - 28.8 thousand downloads total - 17 stars on GitHub - 1 maintainer
Top 4.5% on bioconductor.org
AUCell 1.32.0
AUCell: Analysis of 'gene set' activity in single-cell RNA-seq data (e.g. identify cells with spe...
7 versions - Latest release: 3 months ago - 4 dependent packages - 242 thousand downloads total - 1 maintainer
CONSTANd 1.18.0
Data normalization by matrix raking
6 versions - Latest release: 3 months ago - 8.71 thousand downloads total - 1 maintainer
Related Keywords
Software 189 Preprocessing 85 Sequencing 82 GeneExpression 80 DifferentialExpression 75 QualityControl 74 RNASeq 67 ImmunoOncology 57 Transcriptomics 48 SingleCell 47 Visualization 46 BatchEffect 43 Clustering 41 DataImport 39 MultipleComparison 36 Microarray 33 Transcription 31 Proteomics 31 MassSpectrometry 29 Regression 28 Coverage 26 DNAMethylation 18 DimensionReduction 17 GeneSetEnrichment 17 Bayesian 17 BiomedicalInformatics 17 TwoChannel 15 Classification 15 FunctionalGenomics 14 PrincipalComponent 14 ChIPSeq 13 StatisticalMethod 13 SystemsBiology 13 Epigenetics 13 TimeCourse 12 OneChannel 12 Metabolomics 12 Genetics 11 Microbiome 11 Alignment 11 bioconductor 11 CopyNumberVariation 10 MethylationArray 10 DataRepresentation 10 GeneRegulation 10 r 10 DifferentialMethylation 9 Network 9 mRNAMicroarray 9 GraphAndNetwork 8 HiC 8 Infrastructure 8 AlternativeSplicing 8 GUI 8 CellBiology 8 DifferentialSplicing 8 single-cell 7 Pathways 7 Metagenomics 7 WorkflowStep 6 transcriptomics 6 genomics 6 Annotation 6 ProprietaryPlatforms 6 normalization 6 ExperimentalDesign 6 ReportWriting 5 ATACSeq 5 DifferentialPeakCalling 5 KEGG 5 rstats 5 bioinformatics 5 AssayDomain 5 tidyverse 5 FeatureExtraction 5 Survival 4 GeneticVariability 4 r-package 4 Lipidomics 4 CellBasedAssays 4 PeakDetection 4 MicroRNAArray 4 proteomics 4 GenomicVariation 4 SupportVectorMachine 3 DNA3DStructure 3 BiologicalQuestion 3 rnaseq 3 NetworkInference 3 single-cell-rna-seq 3 FlowCytometry 3 Spatial 3 ExonArray 3 Cheminformatics 3 microbiome 3 ShinyApps 3 GenePrediction 2 RIPSeq 2 ExperimentHubSoftware 2 limma 2