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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 motifs
6 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 experiments
6 versions - Latest release: 2 months ago - 8.17 thousand downloads total - 4 stars on GitHub - 1 maintainer
Top 3.0% on bioconductor.org
metagenomeSeq 1.52.0
Statistical analysis for sparse high-throughput sequencing
7 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 AI
4 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 models
6 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 gating
6 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 progenitors
5 versions - Latest release: 2 months ago - 5.28 thousand downloads total - 14 stars on GitHub - 1 maintainer
Top 9.3% on bioconductor.org
AIMS 1.42.0
AIMS : Absolute Assignment of Breast Cancer Intrinsic Molecular Subtype
6 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 Models
7 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
pRoloc 1.50.0
A unifying bioinformatics framework for spatial proteomics
8 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 attacks
5 versions - Latest release: 2 months ago - 5.52 thousand downloads total - 1 maintainer
Top 9.2% on bioconductor.org
Rmagpie 1.66.0
MicroArray Gene-expression-based Program In Error rate estimation
6 versions - Latest release: 2 months ago - 34.4 thousand downloads total - 1 maintainer
Top 7.8% on bioconductor.org
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 repertoires
5 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 identification
6 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 Data
6 versions - Latest release: 2 months ago - 7.19 thousand downloads total - 1 maintainer
Top 4.7% on bioconductor.org
interactiveDisplayBase 1.48.0
Base package for enabling powerful shiny web displays of Bioconductor objects
6 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 classifiers
6 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 Enhancers
6 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 assignment
6 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 phenoTypes
6 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 Classifier
7 versions - Latest release: 5 days ago - 14.6 thousand downloads total - 1 maintainer
rScudo 1.26.0
Signature-based Clustering for Diagnostic Purposes
7 versions - Latest release: 3 months ago - 11.9 thousand downloads total - 4 stars on GitHub - 1 maintainer
supersigs 1.18.0
Supervised mutational signatures
6 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 subtypes
6 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 discovery
8 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 genes
13 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 data
6 versions - Latest release: 2 months ago - 11.1 thousand downloads total - 1 maintainer
metabinR 1.12.0
Abundance and Compositional Based Binning of Metagenomes
6 versions - Latest release: 3 months ago - 6.69 thousand downloads total - 0 stars on GitHub - 1 maintainer
Top 6.8% on bioconductor.org
vbmp 1.78.0
Variational Bayesian Multinomial Probit Regression
6 versions - Latest release: 2 months ago - 42.3 thousand downloads total - 1 maintainer
geneClassifiers 1.34.0
Application of gene classifiers
6 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 classification
6 versions - Latest release: 2 months ago - 1 dependent package - 21.5 thousand downloads total - 1 maintainer
pathMED 1.2.0
Scoring Personalized Molecular Portraits
4 versions - Latest release: 3 months ago - 1.97 thousand downloads total - 5 stars on GitHub - 1 maintainer
Top 8.8% on bioconductor.org
iterativeBMA 1.68.0
The Iterative Bayesian Model Averaging (BMA) algorithm
6 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 Visualization
6 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 Classification
6 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 data
7 versions - Latest release: 2 months ago - 2 dependent packages - 23.2 thousand downloads total - 1 maintainer
Top 5.3% on bioconductor.org
bioDist 1.82.0
Different distance measures
6 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 data
6 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 data
6 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 Selection
6 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 Learning
3 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 Analysis
6 versions - Latest release: 3 months ago - 8.89 thousand downloads total - 3 stars on GitHub - 1 maintainer
Top 4.5% on bioconductor.org
genefu 2.42.0
Computation of Gene Expression-Based Signatures in Breast Cancer
6 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 data
6 versions - Latest release: 2 months ago - 2 dependent packages - 34.6 thousand downloads total - 1 maintainer
Top 5.7% on bioconductor.org
GenVisR 1.42.2
Genomic Visualizations in R
7 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 Data
6 versions - Latest release: 2 months ago - 12 thousand downloads total - 1 maintainer
clst 1.58.0
Classification by local similarity threshold
6 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 PCR
7 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 list
6 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 Process
3 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 cancer
2 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 Package
6 versions - Latest release: 2 months ago - 3 dependent packages - 53.1 thousand downloads total - 1 maintainer
RGSEA 1.44.0
Random Gene Set Enrichment Analysis
6 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 profiles
6 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 cancer
6 versions - Latest release: 2 months ago - 1 dependent package - 17.4 thousand downloads total - 1 maintainer
Top 4.4% on bioconductor.org
SingleR 2.12.0
Reference-Based Single-Cell RNA-Seq Annotation
7 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 data
6 versions - Latest release: 2 months ago - 1 dependent package - 20.8 thousand downloads total - 1 maintainer
microbiomeExplorer 1.20.0
Microbiome Exploration App
6 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-seq
6 versions - Latest release: 2 months ago - 8.04 thousand downloads total - 1 maintainer
massiR 1.46.0
massiR: MicroArray Sample Sex Identifier
6 versions - Latest release: 2 months ago - 24.1 thousand downloads total - 1 maintainer
Cardinal 3.12.0
A mass spectrometry imaging toolbox for statistical analysis
11 versions - Latest release: 2 months ago - 45.3 thousand downloads total - 1 maintainer
Top 3.9% on bioconductor.org
made4 1.84.0
Multivariate analysis of microarray data using ADE4
6 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 data
6 versions - Latest release: 3 months ago - 10 thousand downloads total - 12 stars on GitHub - 1 maintainer
Top 2.7% on bioconductor.org
DirichletMultinomial 1.52.0
Dirichlet-Multinomial Mixture Model Machine Learning for Microbiome Data
6 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 applications
6 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 Score
6 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 SNPs
6 versions - Latest release: 3 months ago - 5.96 thousand downloads total - 7 stars on GitHub - 1 maintainer
Top 6.3% on bioconductor.org
gpls 1.82.0
Classification using generalized partial least squares
6 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 prediction
6 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 proteome
6 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 labelings
6 versions - Latest release: 2 months ago - 21.1 thousand downloads total - 1 stars on GitHub
Top 3.5% on bioconductor.org
dada2 1.38.0
Accurate, high-resolution sample inference from amplicon sequencing data
6 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) data
7 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 Learning
9 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 network
6 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 Package
6 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
EGSEA 1.38.0
Ensemble of Gene Set Enrichment Analyses
7 versions - Latest release: 2 months ago - 1 dependent package - 39.5 thousand downloads total - 1 maintainer
scDiagnostics 1.4.0
Cell type annotation diagnostics
3 versions - Latest release: 2 months ago - 3.42 thousand downloads total - 9 stars on GitHub - 1 maintainer
Top 8.9% on bioconductor.org
kebabs 1.44.0
Kernel-Based Analysis of Biological Sequences
6 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 molecules
6 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 data
5 versions - Latest release: 2 months ago - 5.52 thousand downloads total - 1 maintainer
semisup 1.34.0
Semi-Supervised Mixture Model
6 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 sequences
6 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 models
8 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