bioconductor.org "Classification" keyword
View the packages on the bioconductor.org package registry that are tagged with the "Classification" keyword.
sevenC 1.30.0
Computational Chromosome Conformation Capture by Correlation of ChIP-seq at CTCF motifs6 versions - Latest release: 3 months ago - 14.4 thousand downloads total - 13 stars on GitHub - 1 maintainer
bandle 1.14.0
An R package for the Bayesian analysis of differential subcellular localisation experiments6 versions - Latest release: 2 months ago - 8.17 thousand downloads total - 4 stars on GitHub - 1 maintainer
Top 3.0% on bioconductor.org
7 versions - Latest release: 2 months ago - 11 dependent packages - 246 thousand downloads total - 71 stars on GitHub - 1 maintainer
metagenomeSeq 1.52.0
Statistical analysis for sparse high-throughput sequencing7 versions - Latest release: 2 months ago - 11 dependent packages - 246 thousand downloads total - 71 stars on GitHub - 1 maintainer
XAItest 1.2.0
XAItest: Enhancing Feature Discovery with eXplainable AI4 versions - Latest release: 3 months ago - 2.37 thousand downloads total - 1 stars on GitHub - 1 maintainer
demuxmix 1.12.0
Demultiplexing oligo-barcoded scRNA-seq data using regression mixture models6 versions - Latest release: 2 months ago - 1 dependent package - 12.3 thousand downloads total - 5 stars on GitHub - 1 maintainer
CytoDx 1.30.0
Robust prediction of clinical outcomes using cytometry data without cell gating6 versions - Latest release: 2 months ago - 14.7 thousand downloads total - 1 maintainer
SigCheck 2.42.0
Check a gene signature's prognostic performance against random signatures, known signatures, and ...6 versions - Latest release: 2 months ago - 20.9 thousand downloads total - 1 maintainer
HybridExpress 1.6.0
Comparative analysis of RNA-seq data for hybrids and their progenitors5 versions - Latest release: 2 months ago - 5.28 thousand downloads total - 14 stars on GitHub - 1 maintainer
Top 9.3% on bioconductor.org
6 versions - Latest release: 3 months ago - 1 dependent package - 73.1 thousand downloads total - 1 maintainer
AIMS 1.42.0
AIMS : Absolute Assignment of Breast Cancer Intrinsic Molecular Subtype6 versions - Latest release: 3 months ago - 1 dependent package - 73.1 thousand downloads total - 1 maintainer
glmSparseNet 1.28.0
Network Centrality Metrics for Elastic-Net Regularized Models7 versions - Latest release: 3 months ago - 107 thousand downloads total - 3 stars on GitHub - 1 maintainer
ggtreeDendro 1.12.0
Drawing 'dendrogram' using 'ggtree'6 versions - Latest release: 2 months ago - 7.04 thousand downloads total - 1 maintainer
SGCP 1.10.0
SGCP: A semi-supervised pipeline for gene clustering using self-training approach in gene co-expr...9 versions - Latest release: 5 days ago - 7.32 thousand downloads total - 2 stars on GitHub - 1 maintainer
Top 5.2% on bioconductor.org
8 versions - Latest release: 3 months ago - 3 dependent packages - 79.7 thousand downloads total - 16 stars on GitHub - 1 maintainer
pRoloc 1.50.0
A unifying bioinformatics framework for spatial proteomics8 versions - Latest release: 3 months ago - 3 dependent packages - 79.7 thousand downloads total - 16 stars on GitHub - 1 maintainer
adverSCarial 1.8.0
adverSCarial, generate and analyze the vulnerability of scRNA-seq classifier to adversarial attacks5 versions - Latest release: 2 months ago - 5.52 thousand downloads total - 1 maintainer
Top 9.2% on bioconductor.org
6 versions - Latest release: 2 months ago - 34.4 thousand downloads total - 1 maintainer
Rmagpie 1.66.0
MicroArray Gene-expression-based Program In Error rate estimation6 versions - Latest release: 2 months ago - 34.4 thousand downloads total - 1 maintainer
Top 7.8% on bioconductor.org
6 versions - Latest release: 2 months ago - 1 dependent package - 41.6 thousand downloads total - 1 maintainer
phenoTest 1.58.0
Tools to test association between gene expression and phenotype in a way that is efficient, struc...6 versions - Latest release: 2 months ago - 1 dependent package - 41.6 thousand downloads total - 1 maintainer
ClustIRR 1.8.0
Clustering of immune receptor repertoires5 versions - Latest release: 3 months ago - 5.81 thousand downloads total - 4 stars on GitHub - 1 maintainer
CHETAH 1.26.0
Fast and accurate scRNA-seq cell type identification6 versions - Latest release: 3 months ago - 1 dependent package - 16.2 thousand downloads total - 40 stars on GitHub - 1 maintainer
katdetectr 1.12.0
Detection, Characterization and Visualization of Kataegis in Sequencing Data6 versions - Latest release: 2 months ago - 7.19 thousand downloads total - 1 maintainer
Top 4.7% on bioconductor.org
6 versions - Latest release: 2 months ago - 3 dependent packages - 1.02 million downloads total - 1 maintainer
interactiveDisplayBase 1.48.0
Base package for enabling powerful shiny web displays of Bioconductor objects6 versions - Latest release: 2 months ago - 3 dependent packages - 1.02 million downloads total - 1 maintainer
ROCpAI 1.22.0
Receiver Operating Characteristic Partial Area Indexes for evaluating classifiers6 versions - Latest release: 2 months ago - 9.37 thousand downloads total - 0 stars on GitHub - 1 maintainer
LedPred 1.44.0
Learning from DNA to Predict Enhancers6 versions - Latest release: 2 months ago - 16.7 thousand downloads total - 3 stars on GitHub - 1 maintainer
clstutils 1.58.0
Tools for performing taxonomic assignment6 versions - Latest release: 2 months ago - 30.2 thousand downloads total - 1 maintainer
SIAMCAT 2.14.0
Statistical Inference of Associations between Microbial Communities And host phenoTypes6 versions - Latest release: 2 months ago - 21.4 thousand downloads total - 1 maintainer
GPA 1.22.0
GPA (Genetic analysis incorporating Pleiotropy and Annotation)6 versions - Latest release: 3 months ago - 9.5 thousand downloads total - 15 stars on GitHub - 1 maintainer
sampleClassifier 1.34.0
Sample Classifier7 versions - Latest release: 5 days ago - 14.6 thousand downloads total - 1 maintainer
rScudo 1.26.0
Signature-based Clustering for Diagnostic Purposes7 versions - Latest release: 3 months ago - 11.9 thousand downloads total - 4 stars on GitHub - 1 maintainer
supersigs 1.18.0
Supervised mutational signatures6 versions - Latest release: 3 months ago - 9.79 thousand downloads total - 3 stars on GitHub - 1 maintainer
MethPed 1.38.0
A DNA methylation classifier tool for the identification of pediatric brain tumor subtypes6 versions - Latest release: 2 months ago - 17 thousand downloads total - 1 maintainer
lefser 1.20.2
R implementation of the LEfSE method for microbiome biomarker discovery8 versions - Latest release: 3 months ago - 1 dependent package - 92 thousand downloads total - 42 stars on GitHub - 1 maintainer
doubletrouble 1.10.0
Identification and classification of duplicated genes13 versions - Latest release: 3 months ago - 7.85 thousand downloads total - 28 stars on GitHub - 1 maintainer
easier 1.16.0
Estimate Systems Immune Response from RNA-seq data6 versions - Latest release: 2 months ago - 11.1 thousand downloads total - 1 maintainer
metabinR 1.12.0
Abundance and Compositional Based Binning of Metagenomes6 versions - Latest release: 3 months ago - 6.69 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 6.8% on bioconductor.org
6 versions - Latest release: 2 months ago - 42.3 thousand downloads total - 1 maintainer
vbmp 1.78.0
Variational Bayesian Multinomial Probit Regression6 versions - Latest release: 2 months ago - 42.3 thousand downloads total - 1 maintainer
geneClassifiers 1.34.0
Application of gene classifiers6 versions - Latest release: 2 months ago - 15.3 thousand downloads total - 1 maintainer
graper 1.26.0
Adaptive penalization in high-dimensional regression and classification with external covariates ...7 versions - Latest release: 2 months ago - 11.8 thousand downloads total - 1 maintainer
DaMiRseq 2.22.0
Data Mining for RNA-seq data: normalization, feature selection and classification6 versions - Latest release: 2 months ago - 1 dependent package - 21.5 thousand downloads total - 1 maintainer
pathMED 1.2.0
Scoring Personalized Molecular Portraits4 versions - Latest release: 3 months ago - 1.97 thousand downloads total - 5 stars on GitHub - 1 maintainer
Top 8.8% on bioconductor.org
6 versions - Latest release: 2 months ago - 36.2 thousand downloads total - 1 maintainer
iterativeBMA 1.68.0
The Iterative Bayesian Model Averaging (BMA) algorithm6 versions - Latest release: 2 months ago - 36.2 thousand downloads total - 1 maintainer
NetPathMiner 1.46.0
NetPathMiner for Biological Network Construction, Path Mining and Visualization6 versions - Latest release: 2 months ago - 26.3 thousand downloads total - 9 stars on GitHub - 1 maintainer
scClassify 1.22.0
scClassify: single-cell Hierarchical Classification6 versions - Latest release: 2 months ago - 13.2 thousand downloads total - 20 stars on GitHub - 1 maintainer
biosigner 1.38.0
Signature discovery from omics data7 versions - Latest release: 2 months ago - 2 dependent packages - 23.2 thousand downloads total - 1 maintainer
Top 5.3% on bioconductor.org
6 versions - Latest release: 2 months ago - 2 dependent packages - 103 thousand downloads total - 1 maintainer
bioDist 1.82.0
Different distance measures6 versions - Latest release: 2 months ago - 2 dependent packages - 103 thousand downloads total - 1 maintainer
LinkHD 1.24.0
LinkHD: a versatile framework to explore and integrate heterogeneous data6 versions - Latest release: 2 months ago - 10.9 thousand downloads total - 1 maintainer
cancerclass 1.54.0
Development and validation of diagnostic tests from high-dimensional molecular data6 versions - Latest release: 2 months ago - 36.9 thousand downloads total - 1 maintainer
pathwayPCA 1.26.0
Integrative Pathway Analysis with Modern PCA Methodology and Gene Selection6 versions - Latest release: 2 months ago - 1 dependent package - 14.8 thousand downloads total - 11 stars on GitHub - 1 maintainer
survClust 1.4.0
Identification Of Clinically Relevant Genomic Subtypes Using Outcome Weighted Learning3 versions - Latest release: 3 months ago - 3.77 thousand downloads total - 16 stars on GitHub - 1 maintainer
SCFA 1.20.0
SCFA: Subtyping via Consensus Factor Analysis6 versions - Latest release: 3 months ago - 8.89 thousand downloads total - 3 stars on GitHub - 1 maintainer
Top 4.5% on bioconductor.org
6 versions - Latest release: 2 months ago - 3 dependent packages - 92.5 thousand downloads total - 1 maintainer
genefu 2.42.0
Computation of Gene Expression-Based Signatures in Breast Cancer6 versions - Latest release: 2 months ago - 3 dependent packages - 92.5 thousand downloads total - 1 maintainer
quantiseqr 1.18.0
Quantification of the Tumor Immune contexture from RNA-seq data6 versions - Latest release: 2 months ago - 2 dependent packages - 34.6 thousand downloads total - 1 maintainer
Top 5.7% on bioconductor.org
7 versions - Latest release: 5 days ago - 63.9 thousand downloads total - 194 stars on GitHub - 1 maintainer
GenVisR 1.42.2
Genomic Visualizations in R7 versions - Latest release: 5 days ago - 63.9 thousand downloads total - 194 stars on GitHub - 1 maintainer
GSgalgoR 1.20.0
An Evolutionary Framework for the Identification and Study of Prognostic Gene Expression Signatur...6 versions - Latest release: 3 months ago - 9.69 thousand downloads total - 15 stars on GitHub - 1 maintainer
RadioGx 2.14.0
Analysis of Large-Scale Radio-Genomic Data6 versions - Latest release: 2 months ago - 12 thousand downloads total - 1 maintainer
clst 1.58.0
Classification by local similarity threshold6 versions - Latest release: 3 months ago - 1 dependent package - 32.1 thousand downloads total - 1 maintainer
maPredictDSC 1.48.0
Phenotype prediction using microarray data: approach of the best overall team in the IMPROVER Dia...6 versions - Latest release: 2 months ago - 24.6 thousand downloads total - 1 maintainer
PoDCall 1.18.0
Positive Droplet Calling for DNA Methylation Droplet Digital PCR7 versions - Latest release: 2 months ago - 7.39 thousand downloads total - 1 maintainer
rfPred 1.48.0
Assign rfPred functional prediction scores to a missense variants list6 versions - Latest release: 2 months ago - 25 thousand downloads total - 1 maintainer
scoup 1.4.0
Simulate Codons with Darwinian Selection Modelled as an OU Process3 versions - Latest release: 3 months ago - 3.09 thousand downloads total - 0 stars on GitHub - 1 maintainer
BreastSubtypeR 1.2.0
Cohort-aware methods for intrinsic molecular subtyping of breast cancer2 versions - Latest release: 3 months ago - 2.61 thousand downloads total - 3 stars on GitHub - 1 maintainer
a4Core 1.58.0
Automated Affymetrix Array Analysis Core Package6 versions - Latest release: 2 months ago - 3 dependent packages - 53.1 thousand downloads total - 1 maintainer
RGSEA 1.44.0
Random Gene Set Enrichment Analysis6 versions - Latest release: 3 months ago - 24.5 thousand downloads total - 1 maintainer
geNetClassifier 1.50.0
Classify diseases and build associated gene networks using gene expression profiles6 versions - Latest release: 2 months ago - 2 dependent packages - 35.9 thousand downloads total - 1 maintainer
consensusOV 1.32.0
Gene expression-based subtype classification for high-grade serous ovarian cancer6 versions - Latest release: 2 months ago - 1 dependent package - 17.4 thousand downloads total - 1 maintainer
Top 4.4% on bioconductor.org
7 versions - Latest release: 3 months ago - 5 dependent packages - 389 thousand downloads total - 196 stars on GitHub - 1 maintainer
SingleR 2.12.0
Reference-Based Single-Cell RNA-Seq Annotation7 versions - Latest release: 3 months ago - 5 dependent packages - 389 thousand downloads total - 196 stars on GitHub - 1 maintainer
Pigengene 1.35.0
Infers biological signatures from gene expression data6 versions - Latest release: 2 months ago - 1 dependent package - 20.8 thousand downloads total - 1 maintainer
microbiomeExplorer 1.20.0
Microbiome Exploration App6 versions - Latest release: 2 months ago - 13.3 thousand downloads total - 1 maintainer
ClassifyR 3.14.0
A framework for cross-validated classification problems, with applications to differential variab...22 versions - Latest release: 3 months ago - 4 dependent packages - 37.1 thousand downloads total - 5 stars on GitHub - 1 maintainer
CAEN 1.18.0
Category encoding method for selecting feature genes for the classification of single-cell RNA-seq6 versions - Latest release: 2 months ago - 8.04 thousand downloads total - 1 maintainer
massiR 1.46.0
massiR: MicroArray Sample Sex Identifier6 versions - Latest release: 2 months ago - 24.1 thousand downloads total - 1 maintainer
Cardinal 3.12.0
A mass spectrometry imaging toolbox for statistical analysis11 versions - Latest release: 2 months ago - 45.3 thousand downloads total - 1 maintainer
Top 3.9% on bioconductor.org
6 versions - Latest release: 2 months ago - 1 dependent package - 104 thousand downloads total - 1 maintainer
made4 1.84.0
Multivariate analysis of microarray data using ADE46 versions - Latest release: 2 months ago - 1 dependent package - 104 thousand downloads total - 1 maintainer
peco 1.22.0
A Supervised Approach for **P**r**e**dicting **c**ell Cycle Pr**o**gression using scRNA-seq data6 versions - Latest release: 3 months ago - 10 thousand downloads total - 12 stars on GitHub - 1 maintainer
Top 2.7% on bioconductor.org
6 versions - Latest release: 2 months ago - 5 dependent packages - 495 thousand downloads total - 10 stars on GitHub - 1 maintainer
DirichletMultinomial 1.52.0
Dirichlet-Multinomial Mixture Model Machine Learning for Microbiome Data6 versions - Latest release: 2 months ago - 5 dependent packages - 495 thousand downloads total - 10 stars on GitHub - 1 maintainer
CNVPanelizer 1.42.0
Reliable CNV detection in targeted sequencing applications6 versions - Latest release: 2 months ago - 22.9 thousand downloads total - 1 maintainer
GARS 1.30.0
GARS: Genetic Algorithm for the identification of Robust Subsets of variables in high-dimensional...6 versions - Latest release: 2 months ago - 14.7 thousand downloads total - 1 maintainer
ssPATHS 1.24.0
ssPATHS: Single Sample PATHway Score6 versions - Latest release: 2 months ago - 10.1 thousand downloads total - 1 maintainer
PAA 1.44.0
PAA (Protein Array Analyzer)6 versions - Latest release: 3 months ago - 25.3 thousand downloads total - 2 maintainers
demuxSNP 1.8.0
scRNAseq demultiplexing using cell hashing and SNPs6 versions - Latest release: 3 months ago - 5.96 thousand downloads total - 7 stars on GitHub - 1 maintainer
Top 6.3% on bioconductor.org
6 versions - Latest release: 2 months ago - 1 dependent package - 64.6 thousand downloads total - 1 maintainer
gpls 1.82.0
Classification using generalized partial least squares6 versions - Latest release: 2 months ago - 1 dependent package - 64.6 thousand downloads total - 1 maintainer
NuPoP 2.18.0
An R package for nucleosome positioning prediction6 versions - Latest release: 2 months ago - 1 dependent package - 31.6 thousand downloads total
SubCellBarCode 1.26.0
SubCellBarCode: Integrated workflow for robust mapping and visualizing whole human spatial proteome6 versions - Latest release: 2 months ago - 11.3 thousand downloads total - 1 maintainer
COSNet 1.44.0
Cost Sensitive Network for node label prediction on graphs with highly unbalanced labelings6 versions - Latest release: 2 months ago - 21.1 thousand downloads total - 1 stars on GitHub
Top 3.5% on bioconductor.org
6 versions - Latest release: 2 months ago - 2 dependent packages - 888 thousand downloads total - 523 stars on GitHub - 1 maintainer
dada2 1.38.0
Accurate, high-resolution sample inference from amplicon sequencing data6 versions - Latest release: 2 months ago - 2 dependent packages - 888 thousand downloads total - 523 stars on GitHub - 1 maintainer
Xeva 1.26.0
Analysis of patient-derived xenograft (PDX) data7 versions - Latest release: 2 months ago - 13.3 thousand downloads total - 7 stars on GitHub - 1 maintainer
immApex 1.4.3
Tools for Adaptive Immune Receptor Sequence-Based Machine and Deep Learning9 versions - Latest release: about 2 months ago - 5.64 thousand downloads total - 12 stars on GitHub - 1 maintainer
iNETgrate 1.8.0
Integrates DNA methylation data with gene expression in a single gene network6 versions - Latest release: 5 days ago - 5.39 thousand downloads total - 65 stars on GitHub - 1 maintainer
ClusterSignificance 1.38.0
The ClusterSignificance package provides tools to assess if class clusters in dimensionality redu...6 versions - Latest release: 2 months ago - 17.6 thousand downloads total - 0 stars on GitHub - 1 maintainer
a4Classif 1.58.0
Automated Affymetrix Array Analysis Classification Package6 versions - Latest release: 3 months ago - 1 dependent package - 47.3 thousand downloads total - 1 maintainer
GGPA 1.22.0
graph-GPA: A graphical model for prioritizing GWAS results and investigating pleiotropic architec...6 versions - Latest release: 2 months ago - 9.92 thousand downloads total - 1 stars on GitHub - 1 maintainer
Top 9.8% on bioconductor.org
7 versions - Latest release: 2 months ago - 1 dependent package - 39.5 thousand downloads total - 1 maintainer
EGSEA 1.38.0
Ensemble of Gene Set Enrichment Analyses7 versions - Latest release: 2 months ago - 1 dependent package - 39.5 thousand downloads total - 1 maintainer
scDiagnostics 1.4.0
Cell type annotation diagnostics3 versions - Latest release: 2 months ago - 3.42 thousand downloads total - 9 stars on GitHub - 1 maintainer
Top 8.9% on bioconductor.org
6 versions - Latest release: 3 months ago - 2 dependent packages - 43.5 thousand downloads total - 0 stars on GitHub - 1 maintainer
kebabs 1.44.0
Kernel-Based Analysis of Biological Sequences6 versions - Latest release: 3 months ago - 2 dependent packages - 43.5 thousand downloads total - 0 stars on GitHub - 1 maintainer
geva 1.18.0
Gene Expression Variation Analysis (GEVA)6 versions - Latest release: 3 months ago - 8.21 thousand downloads total - 2 stars on GitHub - 1 maintainer
twoddpcr 1.34.0
Classify 2-d Droplet Digital PCR (ddPCR) data and quantify the number of starting molecules6 versions - Latest release: 3 months ago - 15.9 thousand downloads total - 9 stars on GitHub - 1 maintainer
partCNV 1.8.0
Infer locally aneuploid cells using single cell RNA-seq data5 versions - Latest release: 2 months ago - 5.52 thousand downloads total - 1 maintainer
semisup 1.34.0
Semi-Supervised Mixture Model6 versions - Latest release: 2 months ago - 14 thousand downloads total - 1 stars on GitHub - 1 maintainer
ORFhunteR 1.18.0
Predict open reading frames in nucleotide sequences6 versions - Latest release: 2 months ago - 8.82 thousand downloads total - 1 stars on GitHub - 1 maintainer
epigenomix 1.50.0
Epigenetic and gene transcription data normalization and integration with mixture models8 versions - Latest release: 5 days ago - 27.6 thousand downloads total - 1 maintainer
SVMDO 1.10.0
Identification of Tumor-Discriminating mRNA Signatures via Support Vector Machines Supported by D...9 versions - Latest release: 2 months ago - 7.11 thousand downloads total - 0 stars on GitHub - 1 maintainer
MEB 1.24.0
A normalization-invariant minimum enclosing ball method to detect differentially expressed genes ...6 versions - Latest release: 2 months ago - 10.7 thousand downloads total - 2 maintainers
Related Keywords
Software
195
GeneExpression
62
Clustering
61
Sequencing
52
ImmunoOncology
40
Microarray
35
RNASeq
33
SingleCell
32
Transcriptomics
31
Visualization
30
DifferentialExpression
30
MultipleComparison
25
Regression
24
StatisticalMethod
22
FeatureExtraction
22
Survival
18
Preprocessing
17
Proteomics
17
Genetics
16
Network
16
Normalization
15
GeneSetEnrichment
14
DimensionReduction
14
DataImport
14
Pathways
14
Annotation
13
QualityControl
13
GraphAndNetwork
12
BiomedicalInformatics
12
Transcription
12
Microbiome
12
SystemsBiology
12
Metagenomics
11
FunctionalGenomics
11
PrincipalComponent
11
DataRepresentation
11
SupportVectorMachine
10
Epigenetics
9
Metabolomics
9
MassSpectrometry
9
Bayesian
9
bioinformatics
9
r
8
bioconductor
8
GenePrediction
8
GO
8
Coverage
7
CellBiology
7
SNP
6
Pharmacogenomics
6
ChIPSeq
5
GUI
5
WholeGenome
5
ShinyApps
5
Lipidomics
5
BatchEffect
5
r-package
5
DNASeq
5
Infrastructure
5
Pharmacogenetics
5
HiddenMarkovModel
5
GeneticVariability
5
Alignment
5
NetworkInference
5
FlowCytometry
4
GenomeWideAssociation
4
DNAMethylation
4
rstats
4
HiC
4
PeakDetection
4
CellBasedAssays
4
DecisionTree
4
CopyNumberVariation
4
GeneSignaling
4
NeuralNetwork
4
KEGG
3
GeneRegulation
3
OneChannel
3
single-cell-rna-seq
3
ATACSeq
3
metagenomics
3
ddPCR
3
ExperimentalDesign
3
SomaticMutation
3
Technology
3
bioconductor-package
3
GeneTarget
3
machine-learning
3
GenomeAnnotation
3
Spatial
3
transcriptomics
3
DNA3DStructure
3
mRNAMicroarray
3
AnnotationData
2
amplicon
2
miRNA
2
proteomics
2
human-cell-atlas
2
GenomicVariation
2
rna-seq
2