bioconductor.org "DimensionReduction" keyword
Banksy 1.8.1
Spatial transcriptomic clustering5 versions - Latest release: 5 months ago - 32.1 thousand downloads total - 166 stars on GitHub - 1 maintainer
Top 4.4% on bioconductor.org
7 versions - Latest release: 5 months ago - 4 dependent packages - 110 thousand downloads total - 127 stars on GitHub - 1 maintainer
SC3 1.40.0
Single-Cell Consensus Clustering7 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 Analysis2 versions - Latest release: 5 months ago - 8.54 thousand downloads total - 1 maintainer
timeOmics 1.24.0
Time-Course Multi-Omics data integration7 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 transcriptomics7 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 instance5 versions - Latest release: 5 months ago - 12.9 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 5.4% on bioconductor.org
9 versions - Latest release: 5 months ago - 1 dependent package - 135 thousand downloads total - 1 maintainer
densvis 1.22.0
Density-Preserving Data Visualization via Non-Linear Dimensionality Reduction9 versions - Latest release: 5 months ago - 1 dependent package - 135 thousand downloads total - 1 maintainer
qmtools 1.16.0
Quantitative Metabolomics Data Processing Tools7 versions - Latest release: 5 months ago - 18.4 thousand downloads total - 2 stars on GitHub - 1 maintainer
Top 1.5% on bioconductor.org
13 versions - Latest release: 3 months ago - 96 dependent packages - 1.24 million downloads total - 1 maintainer
scater 1.40.2
Single-Cell Analysis Toolkit for Gene Expression Data in R13 versions - Latest release: 3 months ago - 96 dependent packages - 1.24 million downloads total - 1 maintainer
Top 9.3% on bioconductor.org
7 versions - Latest release: 5 months ago - 28 dependent packages - 1.63 million downloads total - 8 stars on GitHub - 1 maintainer
BiocSingular 1.28.0 💰
Singular Value Decomposition for Bioconductor Packages7 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 package3 versions - Latest release: 5 months ago - 9.32 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 5.6% on bioconductor.org
7 versions - Latest release: 5 months ago - 58.8 thousand downloads total - 1 maintainer
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 Models7 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 cycle7 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-batch5 versions - Latest release: 5 months ago - 10.6 thousand downloads total - 16 stars on GitHub - 1 maintainer
iSEEu 1.24.0
iSEE Universe8 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 omicsGMF2 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 visualization2 versions - Latest release: 5 months ago - 3.75 thousand downloads total - 2 stars on GitHub - 1 maintainer
Top 8.4% on bioconductor.org
11 versions - Latest release: 28 days ago - 89.1 thousand downloads total - 426 stars on GitHub - 1 maintainer
MOFA2 1.22.1
Multi-Omics Factor Analysis v211 versions - Latest release: 28 days ago - 89.1 thousand downloads total - 426 stars on GitHub - 1 maintainer
globalSeq 1.40.0
Global Test for Counts7 versions - Latest release: 4 months ago - 22.3 thousand downloads total - 1 stars on GitHub - 1 maintainer
Top 7.7% on bioconductor.org
9 versions - Latest release: 5 months ago - 98.1 thousand downloads total - 116 stars on GitHub - 1 maintainer
Nebulosa 1.22.0
Single-Cell Data Visualisation Using Kernel Gene-Weighted Density Estimation9 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 Boosting8 versions - Latest release: 5 months ago - 16.5 thousand downloads total - 1 maintainer
schex 1.26.0
Hexbin plots for single cell omics data8 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 Analysis2 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 projects3 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 Tensor7 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 representations4 versions - Latest release: 5 months ago - 7.65 thousand downloads total - 3 stars on GitHub - 1 maintainer
Top 5.2% on bioconductor.org
7 versions - Latest release: 5 months ago - 1 dependent package - 97.9 thousand downloads total - 44 stars on GitHub - 1 maintainer
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) results1 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 Models8 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 genomics8 versions - Latest release: 5 months ago - 23.4 thousand downloads total - 1 maintainer
poem 1.4.0
POpulation-based Evaluation Metrics4 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 projects4 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 Analysis6 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 scRNAseq7 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 regression4 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 Transcriptomics9 versions - Latest release: 4 months ago - 12.5 thousand downloads total - 30 stars on GitHub - 1 maintainer
Top 6.9% on bioconductor.org
7 versions - Latest release: 4 months ago - 1 dependent package - 60 thousand downloads total - 16 stars on GitHub - 1 maintainer
lfa 2.12.0
Logistic Factor Analysis for Categorical Data7 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 integration7 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 Data7 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 regions7 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 Data7 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 features4 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 data7 versions - Latest release: 5 months ago - 20.8 thousand downloads total - 1 maintainer
cellity 1.40.0
Quality Control for Single-Cell RNA-seq Data7 versions - Latest release: 5 months ago - 27.2 thousand downloads total - 1 maintainer
Top 6.9% on bioconductor.org
7 versions - Latest release: 5 months ago - 1 dependent package - 80.1 thousand downloads total - 33 stars on GitHub - 1 maintainer
M3Drop 1.38.0
Michaelis-Menten Modelling of Dropouts in single-cell RNASeq7 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 samples6 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 data8 versions - Latest release: 6 months ago - 13.3 thousand downloads total - 2 stars on GitHub - 1 maintainer
MOSClip 1.6.0
Multi Omics Survival Clip7 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 object8 versions - Latest release: 5 months ago - 27 thousand downloads total - 1 maintainer
gcatest 2.12.0
Genotype Conditional Association TEST7 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 data12 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 data8 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 genes6 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 data8 versions - Latest release: about 2 months ago - 15.3 thousand downloads total - 1 maintainer
BiocSklearn 1.34.0
interface to python sklearn via Rstudio reticulate8 versions - Latest release: 5 months ago - 28.1 thousand downloads total - 1 maintainer
Top 5.4% on bioconductor.org
7 versions - Latest release: 5 months ago - 2 dependent packages - 75.5 thousand downloads total - 56 stars on GitHub - 1 maintainer
pcaExplorer 3.6.0
Interactive Visualization of RNA-seq Data Using a Principal Components Approach7 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 Plots8 versions - Latest release: 5 months ago - 15 thousand downloads total - 17 stars on GitHub - 1 maintainer
Top 3.9% on bioconductor.org
7 versions - Latest release: 5 months ago - 1 dependent package - 112 thousand downloads total - 1 maintainer
made4 1.86.0
Multivariate analysis of microarray data using ADE47 versions - Latest release: 5 months ago - 1 dependent package - 112 thousand downloads total - 1 maintainer
scECODA 1.0.1
Single-Cell Exploratory Compositional Data Analysis2 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 network7 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 transcriptomics1 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 data8 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 Integration7 versions - Latest release: 5 months ago - 24.1 thousand downloads total - 1 maintainer
snifter 1.22.0
R wrapper for the python openTSNE library8 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 decomposition8 versions - Latest release: 5 months ago - 28.1 thousand downloads total - 1 maintainer
lemur 1.10.2
Latent Embedding Multivariate Regression12 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 Sets7 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 Data7 versions - Latest release: 5 months ago - 22.9 thousand downloads total - 1 maintainer
Top 5.5% on bioconductor.org
7 versions - Latest release: 4 months ago - 8 dependent packages - 77.2 thousand downloads total - 231 stars on GitHub - 1 maintainer
iSEE 2.24.0
Interactive SummarizedExperiment Explorer7 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 Elements6 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 microbiome7 versions - Latest release: 5 months ago - 23.7 thousand downloads total - 1 maintainer
AffiXcan 1.30.0
A Functional Approach To Impute Genetically Regulated Expression7 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
PhyloProfile24 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 entities7 versions - Latest release: 4 months ago - 1 dependent package - 34.5 thousand downloads total - 1 maintainer
Top 5.9% on bioconductor.org
7 versions - Latest release: 5 months ago - 6 dependent packages - 161 thousand downloads total - 41 stars on GitHub - 1 maintainer
zinbwave 1.34.0
Zero-Inflated Negative Binomial Model for RNA-Seq Data7 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 trajectories7 versions - Latest release: 5 months ago - 14.4 thousand downloads total - 1 maintainer
STATegRa 1.48.0
Classes and methods for multi-omics data integration7 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 processing11 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 Data10 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 data7 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 Selection7 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 Analysis8 versions - Latest release: 5 months ago - 30.2 thousand downloads total - 1 maintainer
CellTrails 1.30.0
Reconstruction, visualization and analysis of branching trajectories7 versions - Latest release: 4 months ago - 24.6 thousand downloads total - 1 maintainer
ssPATHS 1.26.0
ssPATHS: Single Sample PATHway Score7 versions - Latest release: 5 months ago - 19 thousand downloads total - 1 maintainer
POMA 1.22.0
Tools for Omics Data Analysis7 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 R1 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 Synthesis6 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 CoGAPS4 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-Seq3 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 samples3 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