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bioconductor.org "DimensionReduction" keyword

Banksy 1.8.1
Spatial transcriptomic clustering
5 versions - Latest release: 5 months ago - 32.1 thousand downloads total - 166 stars on GitHub - 1 maintainer
Top 4.4% on bioconductor.org
SC3 1.40.0
Single-Cell Consensus Clustering
7 versions - Latest release: 5 months ago - 4 dependent packages - 110 thousand downloads total - 127 stars on GitHub - 1 maintainer
SETA 1.2.0
Single Cell Ecological Taxonomic Analysis
2 versions - Latest release: 5 months ago - 8.54 thousand downloads total - 1 maintainer
timeOmics 1.24.0
Time-Course Multi-Omics data integration
7 versions - Latest release: 5 months ago - 1 dependent package - 23.8 thousand downloads total - 21 stars on GitHub - 1 maintainer
retrofit 1.12.0
RETROFIT: Reference-free deconvolution of cell mixtures in spatial transcriptomics
7 versions - Latest release: 5 months ago - 16.2 thousand downloads total - 3 stars on GitHub - 1 maintainer
iSEEfier 1.8.0
Streamlining the creation of initial states for starting an iSEE instance
5 versions - Latest release: 5 months ago - 12.9 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 5.4% on bioconductor.org
densvis 1.22.0
Density-Preserving Data Visualization via Non-Linear Dimensionality Reduction
9 versions - Latest release: 5 months ago - 1 dependent package - 135 thousand downloads total - 1 maintainer
qmtools 1.16.0
Quantitative Metabolomics Data Processing Tools
7 versions - Latest release: 5 months ago - 18.4 thousand downloads total - 2 stars on GitHub - 1 maintainer
Top 1.5% on bioconductor.org
scater 1.40.2
Single-Cell Analysis Toolkit for Gene Expression Data in R
13 versions - Latest release: 3 months ago - 96 dependent packages - 1.24 million downloads total - 1 maintainer
Top 9.3% on bioconductor.org
BiocSingular 1.28.0 💰
Singular Value Decomposition for Bioconductor Packages
7 versions - Latest release: 5 months ago - 28 dependent packages - 1.63 million downloads total - 8 stars on GitHub - 1 maintainer
gep2pep 1.32.0
Creation and Analysis of Pathway Expression Profiles (PEPs)
8 versions - Latest release: about 1 month ago - 23.8 thousand downloads total - 1 maintainer
chevreulPlot 1.4.0
Plots used in the chevreulPlot package
3 versions - Latest release: 5 months ago - 9.32 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 5.6% on bioconductor.org
RDRToolbox 1.62.0
A package for nonlinear dimension reduction with Isomap and LLE.
7 versions - Latest release: 5 months ago - 58.8 thousand downloads total - 1 maintainer
fmrs 1.22.0
Variable Selection in Finite Mixture of AFT Regression and FMR Models
7 versions - Latest release: 5 months ago - 16.3 thousand downloads total - 3 stars on GitHub - 1 maintainer
tricycle 1.20.0
tricycle: Transferable Representation and Inference of cell cycle
7 versions - Latest release: 5 months ago - 1 dependent package - 31.6 thousand downloads total - 31 stars on GitHub - 1 maintainer
PLSDAbatch 2.0.0
PLSDA-batch
5 versions - Latest release: 5 months ago - 10.6 thousand downloads total - 16 stars on GitHub - 1 maintainer
iSEEu 1.24.0
iSEE Universe
8 versions - Latest release: 5 months ago - 1 dependent package - 21.9 thousand downloads total - 9 stars on GitHub - 1 maintainer
omicsGMF 1.2.0
Dimensionality reduction of (single-cell) omics data in R using omicsGMF
2 versions - Latest release: 6 months ago - 4.9 thousand downloads total - 2 stars on GitHub - 1 maintainer
FinfoMDS 1.2.0
Multidimensional Scaling with F-ratio for microbiome visualization
2 versions - Latest release: 5 months ago - 3.75 thousand downloads total - 2 stars on GitHub - 1 maintainer
Top 8.4% on bioconductor.org
MOFA2 1.22.1
Multi-Omics Factor Analysis v2
11 versions - Latest release: 28 days ago - 89.1 thousand downloads total - 426 stars on GitHub - 1 maintainer
globalSeq 1.40.0
Global Test for Counts
7 versions - Latest release: 4 months ago - 22.3 thousand downloads total - 1 stars on GitHub - 1 maintainer
Top 7.7% on bioconductor.org
Nebulosa 1.22.0
Single-Cell Data Visualisation Using Kernel Gene-Weighted Density Estimation
9 versions - Latest release: 5 months ago - 98.1 thousand downloads total - 116 stars on GitHub - 1 maintainer
netboost 2.20.0
Network Analysis Supported by Boosting
8 versions - Latest release: 5 months ago - 16.5 thousand downloads total - 1 maintainer
schex 1.26.0
Hexbin plots for single cell omics data
8 versions - Latest release: 5 months ago - 3 dependent packages - 29.4 thousand downloads total - 76 stars on GitHub - 1 maintainer
CellMentor 1.0.1
Supervised Non-negative Matrix Factorization for Dimensional Reduction in Single-Cell Analysis
2 versions - Latest release: 4 months ago - 3.96 thousand downloads total - 19 stars on GitHub - 1 maintainer
chevreulProcess 1.4.0
Tools for managing SingleCellExperiment objects as projects
3 versions - Latest release: 5 months ago - 7.98 thousand downloads total - 0 stars on GitHub - 1 maintainer
DelayedTensor 1.18.0
R package for sparse and out-of-core arithmetic and decomposition of Tensor
7 versions - Latest release: 5 months ago - 15.1 thousand downloads total - 4 stars on GitHub - 1 maintainer
ReducedExperiment 1.4.0
Containers and tools for dimensionally-reduced -omics representations
4 versions - Latest release: 5 months ago - 7.65 thousand downloads total - 3 stars on GitHub - 1 maintainer
Top 5.2% on bioconductor.org
GENESIS 2.42.0
GENetic EStimation and Inference in Structured samples (GENESIS): Statistical methods for analyzi...
7 versions - Latest release: 5 months ago - 1 dependent package - 97.9 thousand downloads total - 44 stars on GitHub - 1 maintainer
MDSvis 1.0.0
Plots of Multi Dimensional Scaling (MDS) results
1 version - Latest release: 5 months ago - 2.99 thousand downloads total - 0 stars on GitHub - 1 maintainer
glmSparseNet 1.30.0
Network Centrality Metrics for Elastic-Net Regularized Models
8 versions - Latest release: 5 months ago - 114 thousand downloads total - 6 stars on GitHub - 1 maintainer
ClustAll 1.8.0
ClustAll: Data driven strategy to robustly identify stratification of patients within complex dis...
6 versions - Latest release: 5 months ago - 7.2 thousand downloads total - 1 maintainer
tenXplore 1.34.0
ontological exploration of scRNA-seq of 1.3 million mouse neurons from 10x genomics
8 versions - Latest release: 5 months ago - 23.4 thousand downloads total - 1 maintainer
poem 1.4.0
POpulation-based Evaluation Metrics
4 versions - Latest release: 4 months ago - 6.78 thousand downloads total - 11 stars on GitHub - 1 maintainer
chevreulShiny 1.4.0
Tools for managing SingleCellExperiment objects as projects
4 versions - Latest release: 5 months ago - 7.94 thousand downloads total - 0 stars on GitHub - 1 maintainer
PIUMA 1.8.0
Phenotypes Identification Using Mapper from topological data Analysis
6 versions - Latest release: 5 months ago - 9.06 thousand downloads total - 5 stars on GitHub - 1 maintainer
scBFA 1.26.0
A dimensionality reduction tool using gene detection pattern to mitigate noisy expression profile...
7 versions - Latest release: 5 months ago - 17.9 thousand downloads total - 1 maintainer
netSmooth 1.32.0
Network smoothing for scRNAseq
7 versions - Latest release: 5 months ago - 1 dependent package - 22.6 thousand downloads total - 30 stars on GitHub - 1 maintainer
crumblr 1.4.5
Count ratio uncertainty modeling base linear regression
4 versions - Latest release: 2 months ago - 10.8 thousand downloads total - 8 stars on GitHub - 1 maintainer
ggsc 1.10.1
Visualizing Single Cell and Spatial Transcriptomics
9 versions - Latest release: 4 months ago - 12.5 thousand downloads total - 30 stars on GitHub - 1 maintainer
Top 6.9% on bioconductor.org
lfa 2.12.0
Logistic Factor Analysis for Categorical Data
7 versions - Latest release: 4 months ago - 1 dependent package - 60 thousand downloads total - 16 stars on GitHub - 1 maintainer
combi 1.24.0
Compositional omics model based visual integration
7 versions - Latest release: 4 months ago - 17.6 thousand downloads total - 0 stars on GitHub - 1 maintainer
corral 1.22.0
Correspondence Analysis for Single Cell Data
7 versions - Latest release: 5 months ago - 15.7 thousand downloads total - 1 maintainer
rnaEditr 1.22.0
Statistical analysis of RNA editing sites and hyper-editing regions
7 versions - Latest release: 5 months ago - 15 thousand downloads total - 3 stars on GitHub - 1 maintainer
scry 1.24.0
Small-Count Analysis Methods for High-Dimensional Data
7 versions - Latest release: 5 months ago - 34.1 thousand downloads total - 1 maintainer
StabMap 1.6.0
Stabilised mosaic single cell data integration using unshared features
4 versions - Latest release: 5 months ago - 8.32 thousand downloads total - 0 stars on GitHub - 1 maintainer
weitrix 1.24.0
Tools for matrices with precision weights, test and explore weighted or sparse data
7 versions - Latest release: 5 months ago - 20.8 thousand downloads total - 1 maintainer
cellity 1.40.0
Quality Control for Single-Cell RNA-seq Data
7 versions - Latest release: 5 months ago - 27.2 thousand downloads total - 1 maintainer
Top 6.9% on bioconductor.org
M3Drop 1.38.0
Michaelis-Menten Modelling of Dropouts in single-cell RNASeq
7 versions - Latest release: 5 months ago - 1 dependent package - 80.1 thousand downloads total - 33 stars on GitHub - 1 maintainer
CytoMDS 1.8.0
Low Dimensions projection of cytometry samples
6 versions - Latest release: 5 months ago - 10 thousand downloads total - 1 stars on GitHub - 1 maintainer
RCSL 1.20.0
Rank Constrained Similarity Learning for single cell RNA sequencing data
8 versions - Latest release: 6 months ago - 13.3 thousand downloads total - 2 stars on GitHub - 1 maintainer
MOSClip 1.6.0
Multi Omics Survival Clip
7 versions - Latest release: 5 months ago - 8.13 thousand downloads total - 1 stars on GitHub - 1 maintainer
esetVis 1.38.0
Visualizations of expressionSet Bioconductor object
8 versions - Latest release: 5 months ago - 27 thousand downloads total - 1 maintainer
gcatest 2.12.0
Genotype Conditional Association TEST
7 versions - Latest release: 5 months ago - 22.5 thousand downloads total - 7 stars on GitHub - 1 maintainer
SGCP 1.11.1
SGCP: A semi-supervised pipeline for gene clustering using self-training approach in gene co-expr...
10 versions - Latest release: 5 months ago - 9.65 thousand downloads total - 2 stars on GitHub - 1 maintainer
ggspavis 1.18.1
Visualization functions for spatial transcriptomics data
12 versions - Latest release: about 2 months ago - 1 dependent package - 26.1 thousand downloads total - 5 stars on GitHub - 1 maintainer
ccImpute 1.14.0
ccImpute: an accurate and scalable consensus clustering based approach to impute dropout events i...
8 versions - Latest release: 5 months ago - 12.4 thousand downloads total - 2 stars on GitHub - 1 maintainer
ILoReg 1.22.0
ILoReg: a tool for high-resolution cell population identification from scRNA-Seq data
8 versions - Latest release: 5 months ago - 15.3 thousand downloads total - 6 stars on GitHub - 1 maintainer
tpSVG 1.8.0
Thin plate models to detect spatially variable genes
6 versions - Latest release: 5 months ago - 9.15 thousand downloads total - 2 stars on GitHub - 1 maintainer
MatrixQCvis 1.20.2
Shiny-based interactive data-quality exploration for omics data
8 versions - Latest release: about 2 months ago - 15.3 thousand downloads total - 1 maintainer
BiocSklearn 1.34.0
interface to python sklearn via Rstudio reticulate
8 versions - Latest release: 5 months ago - 28.1 thousand downloads total - 1 maintainer
Top 5.4% on bioconductor.org
pcaExplorer 3.6.0
Interactive Visualization of RNA-seq Data Using a Principal Components Approach
7 versions - Latest release: 5 months ago - 2 dependent packages - 75.5 thousand downloads total - 56 stars on GitHub - 1 maintainer
APL 1.16.0
Association Plots
8 versions - Latest release: 5 months ago - 15 thousand downloads total - 17 stars on GitHub - 1 maintainer
Top 3.9% on bioconductor.org
made4 1.86.0
Multivariate analysis of microarray data using ADE4
7 versions - Latest release: 5 months ago - 1 dependent package - 112 thousand downloads total - 1 maintainer
scECODA 1.0.1
Single-Cell Exploratory Compositional Data Analysis
2 versions - Latest release: 3 months ago - 8.64 thousand downloads total - 10 stars on GitHub - 1 maintainer
iNETgrate 1.10.0
Integrates DNA methylation data with gene expression in a single gene network
7 versions - Latest release: 5 months ago - 16.1 thousand downloads total - 65 stars on GitHub - 1 maintainer
scTypeEval 1.0.0
Evaluation of cell type classifications in single-cell transcriptomics
1 version - Latest release: 5 months ago - 6.18 thousand downloads total - 10 stars on GitHub - 1 maintainer
Pigengene 1.38.0
Infers biological signatures from gene expression data
8 versions - Latest release: 5 months ago - 1 dependent package - 35.5 thousand downloads total - 1 maintainer
missRows 1.32.0
Handling Missing Individuals in Multi-Omics Data Integration
7 versions - Latest release: 5 months ago - 24.1 thousand downloads total - 1 maintainer
snifter 1.22.0
R wrapper for the python openTSNE library
8 versions - Latest release: 5 months ago - 1 dependent package - 57.9 thousand downloads total - 1 maintainer
scTensor 2.22.0
Detection of cell-cell interaction from single-cell RNA-seq dataset by tensor decomposition
8 versions - Latest release: 5 months ago - 28.1 thousand downloads total - 1 maintainer
lemur 1.10.2
Latent Embedding Multivariate Regression
12 versions - Latest release: 2 months ago - 17.9 thousand downloads total - 103 stars on GitHub - 1 maintainer
CoGAPS 3.32.0
Coordinated Gene Activity in Pattern Sets
7 versions - Latest release: 5 months ago - 3 dependent packages - 56.1 thousand downloads total - 4 maintainers
slalom 1.34.0
Factorial Latent Variable Modeling of Single-Cell RNA-Seq Data
7 versions - Latest release: 5 months ago - 22.9 thousand downloads total - 1 maintainer
Top 5.5% on bioconductor.org
iSEE 2.24.0
Interactive SummarizedExperiment Explorer
7 versions - Latest release: 4 months ago - 8 dependent packages - 77.2 thousand downloads total - 231 stars on GitHub - 1 maintainer
seqArchR 1.14.0 removed
Identify Different Architectures of Sequence Elements
6 versions - Latest release: 11 months ago - 1 dependent package - 8.2 thousand downloads total - 2 stars on GitHub - 1 maintainer
RCM 1.28.0
Fit row-column association models with the negative binomial distribution for the microbiome
7 versions - Latest release: 5 months ago - 23.7 thousand downloads total - 1 maintainer
AffiXcan 1.30.0
A Functional Approach To Impute Genetically Regulated Expression
7 versions - Latest release: 5 months ago - 27.4 thousand downloads total - 1 maintainer
OMICsPCA 1.30.0
An R package for quantitative integration and analysis of multiple omics assays from heterogeneou...
7 versions - Latest release: 5 months ago - 28.3 thousand downloads total - 1 maintainer
PhyloProfile 2.4.7
PhyloProfile
24 versions - Latest release: 25 days ago - 25.3 thousand downloads total - 38 stars on GitHub - 1 maintainer
DepecheR 1.28.0
Determination of essential phenotypic elements of clusters in high-dimensional entities
7 versions - Latest release: 4 months ago - 1 dependent package - 34.5 thousand downloads total - 1 maintainer
Top 5.9% on bioconductor.org
zinbwave 1.34.0
Zero-Inflated Negative Binomial Model for RNA-Seq Data
7 versions - Latest release: 5 months ago - 6 dependent packages - 161 thousand downloads total - 41 stars on GitHub - 1 maintainer
veloviz 1.18.0
VeloViz: RNA-velocity informed 2D embeddings for visualizing cell state trajectories
7 versions - Latest release: 5 months ago - 14.4 thousand downloads total - 1 maintainer
STATegRa 1.48.0
Classes and methods for multi-omics data integration
7 versions - Latest release: 5 months ago - 39.1 thousand downloads total - 2 maintainers
Coralysis 1.2.0
Coralysis sensitive identification of imbalanced cell types and states in single-cell data via mu...
2 versions - Latest release: 5 months ago - 6.98 thousand downloads total - 4 stars on GitHub - 1 maintainer
matter 2.14.0
Out-of-core statistical computing and signal processing
11 versions - Latest release: 5 months ago - 2 dependent packages - 51.4 thousand downloads total - 60 stars on GitHub - 1 maintainer
autonomics 1.20.0
Unified Statistical Modeling of Omics Data
10 versions - Latest release: 5 months ago - 21.5 thousand downloads total - 3 stars on GitHub - 1 maintainer
scTGIF 1.26.0
Cell type annotation for unannotated single-cell RNA-Seq data
7 versions - Latest release: 5 months ago - 1 dependent package - 24.8 thousand downloads total - 1 maintainer
pathwayPCA 1.28.0
Integrative Pathway Analysis with Modern PCA Methodology and Gene Selection
7 versions - Latest release: 5 months ago - 1 dependent package - 24.7 thousand downloads total - 11 stars on GitHub - 1 maintainer
CelliD 1.19.0
Unbiased Extraction of Single Cell gene signatures using Multiple Correspondence Analysis
8 versions - Latest release: 5 months ago - 30.2 thousand downloads total - 1 maintainer
CellTrails 1.30.0
Reconstruction, visualization and analysis of branching trajectories
7 versions - Latest release: 4 months ago - 24.6 thousand downloads total - 1 maintainer
ssPATHS 1.26.0
ssPATHS: Single Sample PATHway Score
7 versions - Latest release: 5 months ago - 19 thousand downloads total - 1 maintainer
POMA 1.22.0
Tools for Omics Data Analysis
7 versions - Latest release: 5 months ago - 1 dependent package - 23.8 thousand downloads total - 15 stars on GitHub - 1 maintainer
immLynx 1.0.0
Linking Advanced TCR Python Pipelines and Hugging Face Models in R
1 version - Latest release: 5 months ago - 3.24 thousand downloads total - 3 stars on GitHub - 1 maintainer
RAIDS 1.10.0
Robust Ancestry Inference using Data Synthesis
6 versions - Latest release: 5 months ago - 10.6 thousand downloads total - 7 stars on GitHub - 1 maintainer
ATACCoGAPS 1.8.0 removed
Analysis Tools for scATACseq Data with CoGAPS
4 versions - Latest release: almost 2 years ago - 2.99 thousand downloads total - 4 stars on GitHub - 1 maintainer
oneSENSE 1.26.0 removed
One-Dimensional Soli-Expression by Nonlinear Stochastic Embedding (OneSENSE)
3 versions - Latest release: over 2 years ago - 7.09 thousand downloads total - 1 maintainer
IRISFGM 1.12.0 removed
Comprehensive Analysis of Gene Interactivity Networks Based on Single-Cell RNA-Seq
3 versions - Latest release: over 2 years ago - 3.19 thousand downloads total - 1 maintainer
phemd 1.20.0 removed
Phenotypic EMD for comparison of single-cell samples
3 versions - Latest release: over 2 years ago - 5.76 thousand downloads total - 1 maintainer
Related Keywords
Software 99 SingleCell 49 GeneExpression 47 Transcriptomics 45 Visualization 43 RNASeq 36 Clustering 34 Sequencing 26 PrincipalComponent 25 ImmunoOncology 20 Normalization 18 Preprocessing 17 Transcription 16 QualityControl 15 DataRepresentation 15 Regression 15 Classification 15 DifferentialExpression 13 StatisticalMethod 13 FeatureExtraction 12 GraphAndNetwork 9 DataImport 8 Network 8 GUI 8 MultipleComparison 8 Metabolomics 7 Proteomics 7 BatchEffect 6 SystemsBiology 6 Microarray 6 Spatial 6 CellBasedAssays 6 Survival 6 GeneSetEnrichment 6 Epigenetics 6 Infrastructure 5 Pathways 5 BiomedicalInformatics 5 bioinformatics 5 Microbiome 4 Bayesian 4 MultidimensionalScaling 4 GenomeWideAssociation 4 SNP 4 human-cell-atlas 4 Genetics 4 Coverage 4 shiny 4 FlowCytometry 4 ShinyApps 4 single-cell 4 r 4 r-package 4 KEGG 3 ATACSeq 3 GenePrediction 3 single-cell-rna-seq 3 TimeCourse 3 bioconductor 3 GeneticVariability 3 Metagenomics 3 bioconductor-package 3 rstats 3 clustering 3 MassSpectrometry 3 FunctionalGenomics 3 BiologicalQuestion 2 GeneTarget 2 hacktoberfest 2 NetworkInference 2 DNAMethylation 2 BiocViews 2 multi-omics 2 mRNAMicroarray 2 rna-seq 2 SupportVectorMachine 2 visualization 2 genomics 2 Reactome 2 Annotation 2 WholeGenome 2 GeneRegulation 2 dimension-reduction 2 DecisionTree 2 user-friendly 2 MathematicalBiology 2 dimensionality-reduction 1 networkclustering 1 graphs 1 genecoexpressionnetwork 1 NeuralNetwork 1 NetworkEnrichment 1 whole-genome-sequencing 1 rna-sequencing 1 exploratory-data-analysis 1 r-language 1 inference 1 exome-sequencing 1 cancer-genomics 1 ancestry 1