Packages
528 packages on Bioconductor tagged ExperimentData or Preprocessing, most distinct IPs first
ExperimentData and Preprocessing in Topics
| Package | Maintainer | Category | Latest version | Distinct IPs a month | Needs |
|---|---|---|---|---|---|
| limma Linear Models for Microarray and Omics DataGordon Smyth | Gordon Smyth | software | 10 Aug 2026 | 45,965 | 6 |
| ggtree an R package for visualization of tree and annotation dataGuangchuang Yu | Guangchuang Yu | software | 29 Oct 2026 | 34,372 | 79 |
| scater Single-Cell Analysis Toolkit for Gene Expression Data in RAlan O'Callaghan | Alan O'Callaghan | software | 2 Jul 2026 | 12,635 | 78 |
| sva Surrogate Variable AnalysisJeffrey T. Leek | Jeffrey T. Leek | software | 5 May 2026 | 10,804 | 68 |
| affy Methods for Affymetrix Oligonucleotide ArraysRobert D. Shear | Robert D. Shear | software | 28 Apr 2026 | 10,556 | 11 |
| vsn Variance stabilization and calibration for microarray dataWolfgang Huber | Wolfgang Huber | software | 28 Apr 2026 | 7,536 | 33 |
| biovizBase Basic graphic utilities for visualization of genomic data.Michael Lawrence | Michael Lawrence | software | 28 Apr 2026 | 6,487 | 126 |
| tximport Import and summarize transcript-level estimates for transcript- and gene-level analysisMichael Love | Michael Love | software | 28 Apr 2026 | 5,804 | 3 |
| TCGAbiolinksGUI.data Data for the TCGAbiolinksGUI packageTiago Chedraoui Silva | Tiago Chedraoui Silva | experiment | 5 May 2026 | 5,758 | 0 |
| ALL A data packageRobert Gentleman | Robert Gentleman | experiment | 5 May 2026 | 4,171 | 7 |
| oligo Preprocessing tools for oligonucleotide arraysBenilton Carvalho | Benilton Carvalho | software | 28 Apr 2026 | 4,087 | 52 |
| minfi Analyze Illumina Infinium DNA methylation arraysKasper Daniel Hansen | Kasper Daniel Hansen | software | 28 Apr 2026 | 4,041 | 143 |
| cytolib C++ infrastructure for representing and interacting with the gated cytometry dataMike Jiang | Mike Jiang | software | 28 Apr 2026 | 3,820 | 8 |
| HSMMSingleCell Single-cell RNA-Seq for differentiating human skeletal muscle myoblasts (HSMM)Cole Trapnell | Cole Trapnell | experiment | 5 May 2026 | 3,553 | 0 |
| marray Exploratory analysis for two-color spotted microarray dataYee Hwa (Jean) Yang | Yee Hwa (Jean) Yang | software | 28 Apr 2026 | 3,311 | 7 |
| variancePartition Quantify and interpret drivers of variation in multilevel gene expression experimentsGabriel E. Hoffman | Gabriel E. Hoffman | software | 28 Apr 2026 | 3,211 | 99 |
| Rsubread Mapping, quantification and variant analysis of sequencing dataWei Shi | Wei Shi | software | 28 Apr 2026 | 2,951 | 8 |
| airway RangedSummarizedExperiment for RNA-Seq in airway smooth muscle cells, by Himes et al PLoS One 2014Michael Love | Michael Love | experiment | 5 May 2026 | 2,854 | 25 |
| methylumi Handle Illumina methylation dataSean Davis | Sean Davis | software | 16 Aug 2026 | 2,825 | 158 |
| flowWorkspace Infrastructure for representing and interacting with gated and ungated cytometry data sets.Greg Finak | Greg Finak | software | 28 Apr 2026 | 2,804 | 61 |
| EDASeq Exploratory Data Analysis and Normalization for RNA-SeqDavide Risso | Davide Risso | software | 28 Apr 2026 | 2,602 | 111 |
| aroma.light Light-Weight Methods for Normalization and Visualization of Microarray Data using Only Basic R Data TypesHenrik Bengtsson | Henrik Bengtsson | software | 28 Apr 2026 | 2,481 | 8 |
| lumi BeadArray Specific Methods for Illumina Methylation and Expression MicroarraysLei Huang | Lei Huang | software | 28 Apr 2026 | 2,454 | 165 |
| affyPLM Methods for fitting probe-level modelsBen Bolstad | Ben Bolstad | software | 28 Apr 2026 | 2,430 | 22 |
| geneLenDataBase Lengths of mRNA transcripts for a number of genomesFederico Marini | Federico Marini | experiment | 5 May 2026 | 2,378 | 98 |
| Mfuzz Soft clustering of omics time series dataMatthias Futschik | Matthias Futschik | software | 28 Apr 2026 | 2,353 | 16 |
| scRNAseq Collection of Public Single-Cell RNA-Seq DatasetsAaron Lun | Aaron Lun | experiment | 5 May 2026 | 2,314 | 121 |
| gcrma Background Adjustment Using Sequence InformationZ. Wu | Z. Wu | software | 28 Apr 2026 | 2,285 | 21 |
| bcellViper Human B-cell transcriptional interactome and normal human B-cell expression dataMariano Javier Alvarez | Mariano Javier Alvarez | experiment | 5 May 2026 | 2,177 | 7 |
| openCyto Hierarchical Gating Pipeline for flow cytometry dataMike Jiang | Mike Jiang | software | 28 Apr 2026 | 2,028 | 75 |