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Installed R packages#

The following 958 packages are installed with R 4.4.0.

Last updated: November 13, 2024

Package Version Description
abind 1.4-5 Combine Multidimensional Arrays
ade4 1.7-22 Analysis of Ecological Data: Exploratory and Euclidean Methods in Environmental Sciences
admisc 0.35 Adrian Dusa's Miscellaneous
afex 1.3-1 Analysis of Factorial Experiments
affxparser 1.74.0 Affymetrix File Parsing SDK
affy 1.80.0 Methods for Affymetrix Oligonucleotide Arrays
affyio 1.72.0 Tools for parsing Affymetrix data files
airr 1.5.0 AIRR Data Representation Reference Library
alakazam 1.3.0 Immunoglobulin Clonal Lineage and Diversity Analysis
amap 0.8-19 Another Multidimensional Analysis Package
annotate 1.80.0 Annotation for microarrays
AnnotationDbi 1.66.0 Manipulation of SQLite-based annotations in Bioconductor
anytime 0.3.9 Anything to 'POSIXct' or 'Date' Converter
aod 1.3.3 Analysis of Overdispersed Data
ape 5.8 Analyses of Phylogenetics and Evolution
apeglm 1.24.0 Approximate posterior estimation for GLM coefficients
aplot 0.2.2 Decorate a 'ggplot' with Associated Information
argparser 0.7.2 Command-Line Argument Parser
arm 1.14-4 Data Analysis Using Regression and Multilevel/Hierarchical Models
arrayhelpers 1.1-0 Convenience Functions for Arrays
arrow 15.0.1 Integration to 'Apache' 'Arrow'
ashr 2.2-63 Methods for Adaptive Shrinkage, using Empirical Bayes
askpass 1.2.0 Password Entry Utilities for R, Git, and SSH
assertthat 0.2.1 Easy Pre and Post Assertions
babelgene 22.9 Gene Orthologs for Model Organisms in a Tidy Data Format
backbone 2.1.3 Extracts the Backbone from Graphs
backports 1.4.1 Reimplementations of Functions Introduced Since R-3.0.0
base 4.4.0 The R Base Package
base64enc 0.1-3 Tools for base64 encoding
base64url 1.4 Fast and URL-Safe Base64 Encoder and Decoder
basefun 1.1-4 Infrastructure for Computing with Basis Functions
basilisk 1.14.3 Freezing Python Dependencies Inside Bioconductor Packages
basilisk.utils 1.14.1 Basilisk Installation Utilities
batchelor 1.18.1 Single-Cell Batch Correction Methods
bayesplot 1.11.1 Plotting for Bayesian Models
bayestestR 0.13.2 Understand and Describe Bayesian Models and Posterior Distributions
BBmisc 1.13 Miscellaneous Helper Functions for B. Bischl
bbmle 1.0.25.1 Tools for General Maximum Likelihood Estimation
bdsmatrix 1.3-7 Routines for Block Diagonal Symmetric Matrices
beachmat 2.18.1 Compiling Bioconductor to Handle Each Matrix Type
beeswarm 0.4.0 The Bee Swarm Plot, an Alternative to Stripchart
BgeeDB 2.28.0 Annotation and gene expression data retrieval from Bgee database. TopAnat, an anatomical entities Enrichment Analysis tool for UBERON ontology
BH 1.84.0-0 Boost C++ Header Files
bigD 0.2.0 Flexibly Format Dates and Times to a Given Locale
biglm 0.9-2.1 Bounded Memory Linear and Generalized Linear Models
bigmemory 4.6.4 Manage Massive Matrices with Shared Memory and Memory-Mapped Files
bigmemory.sri 0.1.8 A Shared Resource Interface for Bigmemory Project Packages
bio3d 2.4-4 Biological Structure Analysis
Biobase 2.64.0 Biobase: Base functions for Bioconductor
BiocFileCache 2.10.2 Manage Files Across Sessions
BiocGenerics 0.50.0 S4 generic functions used in Bioconductor
BiocIO 1.12.0 Standard Input and Output for Bioconductor Packages
BiocManager 1.30.23 Access the Bioconductor Project Package Repository
BiocNeighbors 1.20.2 Nearest Neighbor Detection for Bioconductor Packages
BiocParallel 1.38.0 Bioconductor facilities for parallel evaluation
BiocSingular 1.18.0 Singular Value Decomposition for Bioconductor Packages
BiocVersion 3.19.1 Set the appropriate version of Bioconductor packages
biocViews 1.70.0 Categorized views of R package repositories
biomaRt 2.58.2 Interface to BioMart databases (i.e. Ensembl)
Biostrings 2.72.0 Efficient manipulation of biological strings
biovizBase 1.50.0 Basic graphic utilities for visualization of genomic data.
bit 4.0.5 Classes and Methods for Fast Memory-Efficient Boolean Selections
bit64 4.0.5 A S3 Class for Vectors of 64bit Integers
bitops 1.0-7 Bitwise Operations
blme 1.0-5 Bayesian Linear Mixed-Effects Models
blob 1.2.4 A Simple S3 Class for Representing Vectors of Binary Data ('BLOBS')
bmp 0.3 Read Windows Bitmap (BMP) Images
boot 1.3-30 Bootstrap Functions (Originally by Angelo Canty for S)
bootnet 1.6 Bootstrap Methods for Various Network Estimation Routines
brew 1.0-10 Templating Framework for Report Generation
bridgesampling 1.1-2 Bridge Sampling for Marginal Likelihoods and Bayes Factors
brio 1.1.5 Basic R Input Output
brms 2.21.0 Bayesian Regression Models using 'Stan'
Brobdingnag 1.2-9 Very Large Numbers in R
broom 1.0.5 Convert Statistical Objects into Tidy Tibbles
broom.helpers 1.15.0 Helpers for Model Coefficients Tibbles
bs4Dash 2.3.3 A 'Bootstrap 4' Version of 'shinydashboard'
BSgenome 1.70.2 Software infrastructure for efficient representation of full genomes and their SNPs
bslib 0.7.0 Custom 'Bootstrap' 'Sass' Themes for 'shiny' and 'rmarkdown'
ca 0.71.1 Simple, Multiple and Joint Correspondence Analysis
cachem 1.0.8 Cache R Objects with Automatic Pruning
Cairo 1.6-2 R Graphics Device using Cairo Graphics Library for Creating High-Quality Bitmap (PNG, JPEG, TIFF), Vector (PDF, SVG, PostScript) and Display (X11 and Win32) Output
calibrate 1.7.7 Calibration of Scatterplot and Biplot Axes
callr 3.7.6 Call R from R
candisc 0.9.0 Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis
car 3.1-2 Companion to Applied Regression
carData 3.0-5 Companion to Applied Regression Data Sets
caret 6.0-94 Classification and Regression Training
caTools 1.18.2 Tools: Moving Window Statistics, GIF, Base64, ROC AUC, etc
CellChat 2.1.2 Inference and analysis of cell-cell communication from single-cell and spatially resolved transcriptomics data
celldex 1.12.0 Reference Index for Cell Types
cellranger 1.1.0 Translate Spreadsheet Cell Ranges to Rows and Columns
checkmate 2.3.1 Fast and Versatile Argument Checks
ChIPseeker 1.38.0 ChIPseeker for ChIP peak Annotation, Comparison, and Visualization
chipseq 1.52.0 chipseq: A package for analyzing chipseq data
chk 0.9.1 Check User-Supplied Function Arguments
chromVAR 1.24.0 Chromatin Variation Across Regions
chron 2.3-61 Chronological Objects which Can Handle Dates and Times
circlize 0.4.16 Circular Visualization
class 7.3-22 Functions for Classification
classInt 0.4-10 Choose Univariate Class Intervals
cli 3.6.2 Helpers for Developing Command Line Interfaces
clipr 0.8.0 Read and Write from the System Clipboard
clock 0.7.0 Date-Time Types and Tools
clue 0.3-65 Cluster Ensembles
cluster 2.1.6 "Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.
clusterProfiler 4.10.1 A universal enrichment tool for interpreting omics data
clustree 0.5.1 Visualise Clusterings at Different Resolutions
cmprsk 2.2-11 Subdistribution Analysis of Competing Risks
CNEr 1.38.0 CNE Detection and Visualization
cocor 1.1-4 Comparing Correlations
coda 0.19-4.1 Output Analysis and Diagnostics for MCMC
codetools 0.2-20 Code Analysis Tools for R
colorspace 2.1-0 A Toolbox for Manipulating and Assessing Colors and Palettes
colourpicker 1.3.0 A Colour Picker Tool for Shiny and for Selecting Colours in Plots
combinat 0.0-8 combinatorics utilities
commonmark 1.9.1 High Performance CommonMark and Github Markdown Rendering in R
comorbidity 1.0.7 Computing Comorbidity Scores
compiler 4.4.0 The R Compiler Package
ComplexHeatmap 2.15.4 Make Complex Heatmaps
conflicted 1.2.0 An Alternative Conflict Resolution Strategy
conquer 1.3.3 Convolution-Type Smoothed Quantile Regression
coro 1.0.4 'Coroutines' for R
corpcor 1.6.10 Efficient Estimation of Covariance and (Partial) Correlation
corrplot 0.92 Visualization of a Correlation Matrix
covr 3.6.4 Test Coverage for Packages
cowplot 1.1.3 Streamlined Plot Theme and Plot Annotations for 'ggplot2'
coxme 2.2-20 Mixed Effects Cox Models
cpp11 0.4.7 A C++11 Interface for R's C Interface
crayon 1.5.2 Colored Terminal Output
credentials 2.0.1 Tools for Managing SSH and Git Credentials
crossmatch 1.3-1 The Cross-match Test
crosstalk 1.2.1 Inter-Widget Interactivity for HTML Widgets
crul 1.4.2 HTTP Client
csaw 1.36.1 ChIP-Seq Analysis with Windows
cubature 2.1.0 Adaptive Multivariate Integration over Hypercubes
curl 5.2.1 A Modern and Flexible Web Client for R
data.table 1.15.4 Extension of data.frame
data.tree 1.1.0 General Purpose Hierarchical Data Structure
datasets 4.4.0 The R Datasets Package
datawizard 0.10.0 Easy Data Wrangling and Statistical Transformations
DBI 1.2.2 R Database Interface
dbparser 2.0.3 Drugs Databases Parser
dbplyr 2.5.0 A 'dplyr' Back End for Databases
dbscan 1.1-12 Density-Based Spatial Clustering of Applications with Noise (DBSCAN) and Related Algorithms
DDRTree 0.1.5 Learning Principal Graphs with DDRTree
decor 1.0.2 Retrieve Code Decorations
DelayedArray 0.30.0 A unified framework for working transparently with on-disk and in-memory array-like datasets
DelayedMatrixStats 1.24.0 Functions that Apply to Rows and Columns of 'DelayedMatrix' Objects
deldir 2.0-4 Delaunay Triangulation and Dirichlet (Voronoi) Tessellation
dendextend 1.17.1 Extending 'dendrogram' Functionality in R
densityClust 0.3.3 Clustering by Fast Search and Find of Density Peaks
densvis 1.12.1 Density-Preserving Data Visualization via Non-Linear Dimensionality Reduction
DEoptimR 1.1-3 Differential Evolution Optimization in Pure R
desc 1.4.3 Manipulate DESCRIPTION Files
DESeq2 1.42.1 Differential gene expression analysis based on the negative binomial distribution
devtools 2.4.5 Tools to Make Developing R Packages Easier
diagram 1.6.5 Functions for Visualising Simple Graphs (Networks), Plotting Flow Diagrams
DiagrammeR 1.0.11 Graph/Network Visualization
dials 1.2.1 Tools for Creating Tuning Parameter Values
DiceDesign 1.10 Designs of Computer Experiments
dichromat 2.0-0.1 Color Schemes for Dichromats
diffobj 0.3.5 Diffs for R Objects
digest 0.6.35 Create Compact Hash Digests of R Objects
dir.expiry 1.10.0 Managing Expiration for Cache Directories
DirichletMultinomial 1.44.0 Dirichlet-Multinomial Mixture Model Machine Learning for Microbiome Data
distributional 0.4.0 Vectorised Probability Distributions
DNAcopy 1.76.0 DNA Copy Number Data Analysis
docopt 0.7.1 Command-Line Interface Specification Language
doFuture 1.0.1 Use Foreach to Parallelize via the Future Framework
doMC 1.3.8 Foreach Parallel Adaptor for 'parallel'
doParallel 1.0.17 Foreach Parallel Adaptor for the 'parallel' Package
doRNG 1.8.6 Generic Reproducible Parallel Backend for 'foreach' Loops
DOSE 3.28.2 Disease Ontology Semantic and Enrichment analysis
doSNOW 1.0.20 Foreach Parallel Adaptor for the 'snow' Package
dotCall64 1.1-1 Enhanced Foreign Function Interface Supporting Long Vectors
downlit 0.4.3 Syntax Highlighting and Automatic Linking
downloader 0.4 Download Files over HTTP and HTTPS
dplyr 1.1.4 A Grammar of Data Manipulation
dqrng 0.3.2 Fast Pseudo Random Number Generators
DT 0.33 A Wrapper of the JavaScript Library 'DataTables'
dtplyr 1.3.1 Data Table Back-End for 'dplyr'
dygraphs 1.1.1.6 Interface to 'Dygraphs' Interactive Time Series Charting Library
dynamicTreeCut 1.63-1 Methods for Detection of Clusters in Hierarchical Clustering Dendrograms
e1071 1.7-14 Misc Functions of the Department of Statistics, Probability Theory Group (Formerly: E1071), TU Wien
edgeR 4.0.16 Empirical Analysis of Digital Gene Expression Data in R
egg 0.4.5 Extensions for 'ggplot2': Custom Geom, Custom Themes, Plot Alignment, Labelled Panels, Symmetric Scales, and Fixed Panel Size
eigenmodel 1.11 Semiparametric Factor and Regression Models for Symmetric Relational Data
ellipse 0.5.0 Functions for Drawing Ellipses and Ellipse-Like Confidence Regions
ellipsis 0.3.2 Tools for Working with ...
emdbook 1.3.13 Support Functions and Data for "Ecological Models and Data"
emmeans 1.10.1 Estimated Marginal Means, aka Least-Squares Means
emoa 0.5-2 Evolutionary Multiobjective Optimization Algorithms
EnhancedVolcano 1.20.0 Publication-ready volcano plots with enhanced colouring and labeling
EnrichedHeatmap 1.32.0 Making Enriched Heatmaps
enrichplot 1.22.0 Visualization of Functional Enrichment Result
EnsDb.Hsapiens.v86 2.99.0 Ensembl based annotation package
ensembldb 2.26.0 Utilities to create and use Ensembl-based annotation databases
EnvStats 2.8.1 Package for Environmental Statistics, Including US EPA Guidance
estimability 1.5 Tools for Assessing Estimability of Linear Predictions
etrunct 0.1 Computes Moments of Univariate Truncated t Distribution
eulerr 7.0.2 Area-Proportional Euler and Venn Diagrams with Ellipses
evaluate 0.23 Parsing and Evaluation Tools that Provide More Details than the Default
exactRankTests 0.8-35 Exact Distributions for Rank and Permutation Tests
ExperimentHub 2.10.0 Client to access ExperimentHub resources
expm 0.999-9 Matrix Exponential, Log, 'etc'
extrafont 0.19 Tools for Using Fonts
extrafontdb 1.0 Package for holding the database for the extrafont package
factoextra 1.0.7 Extract and Visualize the Results of Multivariate Data Analyses
FactoMineR 2.11 Multivariate Exploratory Data Analysis and Data Mining
fANCOVA 0.6-1 Nonparametric Analysis of Covariance
fansi 1.0.6 ANSI Control Sequence Aware String Functions
farver 2.1.1 High Performance Colour Space Manipulation
fastcluster 1.2.6 Fast Hierarchical Clustering Routines for R and 'Python'
fastDummies 1.7.3 Fast Creation of Dummy (Binary) Columns and Rows from Categorical Variables
fastICA 1.2-4 FastICA Algorithms to Perform ICA and Projection Pursuit
fastmap 1.1.1 Fast Data Structures
fastmatch 1.1-4 Fast 'match()' Function
fdrtool 1.2.17 Estimation of (Local) False Discovery Rates and Higher Criticism
feather 0.3.5 R Bindings to the Feather 'API'
ff 4.0.12 Memory-Efficient Storage of Large Data on Disk and Fast Access Functions
fftwtools 0.9-11 Wrapper for 'FFTW3' Includes: One-Dimensional, Two-Dimensional, Three-Dimensional, and Multivariate Transforms
fgsea 1.28.0 Fast Gene Set Enrichment Analysis
fields 15.2 Tools for Spatial Data
filelock 1.0.3 Portable File Locking
fitdistrplus 1.1-11 Help to Fit of a Parametric Distribution to Non-Censored or Censored Data
flashClust 1.01-2 Implementation of optimal hierarchical clustering
flextable 0.9.6 Functions for Tabular Reporting
fmsb 0.7.6 Functions for Medical Statistics Book with some Demographic Data
FNN 1.1.4 Fast Nearest Neighbor Search Algorithms and Applications
fontawesome 0.5.2 Easily Work with 'Font Awesome' Icons
fontBitstreamVera 0.1.1 Fonts with 'Bitstream Vera Fonts' License
fontLiberation 0.1.0 Liberation Fonts
fontquiver 0.2.1 Set of Installed Fonts
forcats 1.0.0 Tools for Working with Categorical Variables (Factors)
foreach 1.5.2 Provides Foreach Looping Construct
foreign 0.8-86 Read Data Stored by 'Minitab', 'S', 'SAS', 'SPSS', 'Stata', 'Systat', 'Weka', 'dBase', ...
formatR 1.14 Format R Code Automatically
formattable 0.2.1 Create 'Formattable' Data Structures
Formula 1.2-5 Extended Model Formulas
formula.tools 1.7.1 Programmatic Utilities for Manipulating Formulas, Expressions, Calls, Assignments and Other R Objects
freesurferformats 0.1.18 Read and Write 'FreeSurfer' Neuroimaging File Formats
fresh 0.2.0 Create Custom 'Bootstrap' Themes to Use in 'Shiny'
fs 1.6.4 Cross-Platform File System Operations Based on 'libuv'
fsbrain 0.5.5 Managing and Visualizing Brain Surface Data
fslr 2.25.2 Wrapper Functions for 'FSL' ('FMRIB' Software Library) from Functional MRI of the Brain ('FMRIB')
furrr 0.3.1 Apply Mapping Functions in Parallel using Futures
futile.logger 1.4.3 A Logging Utility for R
futile.options 1.0.1 Futile Options Management
future 1.33.2 Unified Parallel and Distributed Processing in R for Everyone
future.apply 1.11.2 Apply Function to Elements in Parallel using Futures
gamm4 0.2-6 Generalized Additive Mixed Models using 'mgcv' and 'lme4'
gargle 1.5.2 Utilities for Working with Google APIs
gbm 2.1.9 Generalized Boosted Regression Models
gclus 1.3.2 Clustering Graphics
gcrma 2.74.0 Background Adjustment Using Sequence Information
gdata 3.0.0 Various R Programming Tools for Data Manipulation
gdsfmt 1.38.0 R Interface to CoreArray Genomic Data Structure (GDS) Files
gdtools 0.3.7 Utilities for Graphical Rendering and Fonts Management
geeM 0.10.1 Solve Generalized Estimating Equations
geepack 1.3.10 Generalized Estimating Equation Package
genefilter 1.84.0 genefilter: methods for filtering genes from high-throughput experiments
geneplotter 1.80.0 Graphics related functions for Bioconductor
generics 0.1.3 Common S3 Generics not Provided by Base R Methods Related to Model Fitting
GENIE3 1.22.0 GEne Network Inference with Ensemble of trees
genio 1.1.2 Genetics Input/Output Functions
GenomeInfoDb 1.40.0 Utilities for manipulating chromosome names, including modifying them to follow a particular naming style
GenomeInfoDbData 1.2.12 Species and taxonomy ID look up tables used by GenomeInfoDb
GenomicAlignments 1.40.0 Representation and manipulation of short genomic alignments
GenomicFeatures 1.54.4 Conveniently import and query gene models
GenomicRanges 1.56.0 Representation and manipulation of genomic intervals
GenSA 1.1.14 R Functions for Generalized Simulated Annealing
geojsonsf 2.0.3 GeoJSON to Simple Feature Converter
geometries 0.2.4 Convert Between R Objects and Geometric Structures
gert 2.0.1 Simple Git Client for R
getopt 1.20.4 C-Like 'getopt' Behavior
GetoptLong 1.0.5 Parsing Command-Line Arguments and Simple Variable Interpolation
gfonts 0.2.0 Offline 'Google' Fonts for 'Markdown' and 'Shiny'
ggalluvial 0.12.5 Alluvial Plots in 'ggplot2'
GGally 2.2.1 Extension to 'ggplot2'
ggbeeswarm 0.7.2 Categorical Scatter (Violin Point) Plots
ggbio 1.50.0 Visualization tools for genomic data
ggdist 3.3.2 Visualizations of Distributions and Uncertainty
ggforce 0.4.2 Accelerating 'ggplot2'
ggformula 0.12.0 Formula Interface to the Grammar of Graphics
ggfun 0.1.4 Miscellaneous Functions for 'ggplot2'
ggnetwork 0.5.13 Geometries to Plot Networks with 'ggplot2'
ggnewscale 0.4.10 Multiple Fill and Colour Scales in 'ggplot2'
ggplot2 3.5.1 Create Elegant Data Visualisations Using the Grammar of Graphics
ggplotify 0.1.2 Convert Plot to 'grob' or 'ggplot' Object
ggpubr 0.6.0 'ggplot2' Based Publication Ready Plots
ggraph 2.2.1 An Implementation of Grammar of Graphics for Graphs and Networks
ggrastr 1.0.2 Rasterize Layers for 'ggplot2'
ggrepel 0.9.5 Automatically Position Non-Overlapping Text Labels with 'ggplot2'
ggridges 0.5.6 Ridgeline Plots in 'ggplot2'
ggsci 3.0.3 Scientific Journal and Sci-Fi Themed Color Palettes for 'ggplot2'
ggsignif 0.6.4 Significance Brackets for 'ggplot2'
ggstance 0.3.7 Horizontal 'ggplot2' Components
ggstats 0.6.0 Extension to 'ggplot2' for Plotting Stats
ggtext 0.1.2 Improved Text Rendering Support for 'ggplot2'
ggthemes 5.1.0 Extra Themes, Scales and Geoms for 'ggplot2'
ggtree 3.10.1 an R package for visualization of tree and annotation data
ggVennDiagram 1.5.2 A 'ggplot2' Implement of Venn Diagram
gh 1.4.1 'GitHub' 'API'
gistr 0.9.0 Work with 'GitHub' 'Gists'
gitcreds 0.1.2 Query 'git' Credentials from 'R'
glasso 1.11 Graphical Lasso: Estimation of Gaussian Graphical Models
gld 2.6.6 Estimation and Use of the Generalised (Tukey) Lambda Distribution
glmmTMB 1.1.9 Generalized Linear Mixed Models using Template Model Builder
glmnet 4.1-8 Lasso and Elastic-Net Regularized Generalized Linear Models
GlobalOptions 0.1.2 Generate Functions to Get or Set Global Options
globals 0.16.3 Identify Global Objects in R Expressions
glue 1.7.0 Interpreted String Literals
GO.db 3.18.0 A set of annotation maps describing the entire Gene Ontology
goftest 1.2-3 Classical Goodness-of-Fit Tests for Univariate Distributions
googledrive 2.1.1 An Interface to Google Drive
googlesheets4 1.1.1 Access Google Sheets using the Sheets API V4
GOSemSim 2.28.1 GO-terms Semantic Similarity Measures
gower 1.0.1 Gower's Distance
GPfit 1.0-8 Gaussian Processes Modeling
gplots 3.1.3.1 Various R Programming Tools for Plotting Data
gprofiler2 0.2.3 Interface to the 'g:Profiler' Toolset
graph 1.82.0 graph: A package to handle graph data structures
graphics 4.4.0 The R Graphics Package
graphite 1.48.0 GRAPH Interaction from pathway Topological Environment
graphlayouts 1.1.1 Additional Layout Algorithms for Network Visualizations
grDevices 4.4.0 The R Graphics Devices and Support for Colours and Fonts
grid 4.4.0 The Grid Graphics Package
gridBase 0.4-7 Integration of base and grid graphics
gridExtra 2.3 Miscellaneous Functions for "Grid" Graphics
gridGraphics 0.5-1 Redraw Base Graphics Using 'grid' Graphics
gridtext 0.1.5 Improved Text Rendering Support for 'Grid' Graphics
grr 0.9.5 Alternative Implementations of Base R Functions
GSA 1.03.3 Gene Set Analysis
GSEABase 1.66.0 Gene set enrichment data structures and methods
gson 0.1.0 Base Class and Methods for 'gson' Format
gstat 2.1-1 Spatial and Spatio-Temporal Geostatistical Modelling, Prediction and Simulation
gsubfn 0.7 Utilities for Strings and Function Arguments
GSVA 1.52.0 Gene Set Variation Analysis for Microarray and RNA-Seq Data
gt 0.10.1 Easily Create Presentation-Ready Display Tables
gtable 0.3.5 Arrange 'Grobs' in Tables
gtools 3.9.5 Various R Programming Tools
gtsummary 1.7.2 Presentation-Ready Data Summary and Analytic Result Tables
GWASExactHW 1.2 Exact Hardy-Weinburg Testing for Genome Wide Association Studies
GWASTools 1.48.0 Tools for Genome Wide Association Studies
gwasurvivr 1.20.0 gwasurvivr: an R package for genome wide survival analysis
h2o 3.44.0.3 R Interface for the 'H2O' Scalable Machine Learning Platform
hardhat 1.3.1 Construct Modeling Packages
harmony 1.2.0 Fast, Sensitive, and Accurate Integration of Single Cell Data
hash 2.2.6.3 Full Featured Implementation of Hash Tables/Associative Arrays/Dictionaries
haven 2.5.4 Import and Export 'SPSS', 'Stata' and 'SAS' Files
HDF5Array 1.32.0 HDF5 backend for DelayedArray objects
hdf5r 1.3.10 Interface to the 'HDF5' Binary Data Format
HDO.db 0.99.1 A set of annotation maps describing the entire Human Disease Ontology
heatmaply 1.5.0 Interactive Cluster Heat Maps Using 'plotly' and 'ggplot2'
heplots 1.7.0 Visualizing Hypothesis Tests in Multivariate Linear Models
here 1.0.1 A Simpler Way to Find Your Files
hexbin 1.28.3 Hexagonal Binning Routines
highr 0.10 Syntax Highlighting for R Source Code
Hmisc 5.1-2 Harrell Miscellaneous
hms 1.1.3 Pretty Time of Day
hrbrthemes 0.8.7 Additional Themes, Theme Components and Utilities for 'ggplot2'
HSMMSingleCell 1.22.0 Single-cell RNA-Seq for differentiating human skeletal muscle myoblasts (HSMM)
htmlTable 2.4.2 Advanced Tables for Markdown/HTML
htmltools 0.5.8.1 Tools for HTML
htmlwidgets 1.6.4 HTML Widgets for R
httpcode 0.3.0 'HTTP' Status Code Helper
httpuv 1.6.15 HTTP and WebSocket Server Library
httr 1.4.7 Tools for Working with URLs and HTTP
httr2 1.0.1 Perform HTTP Requests and Process the Responses
hwriter 1.3.2.1 HTML Writer - Outputs R Objects in HTML Format
ica 1.0-3 Independent Component Analysis
ids 1.0.1 Generate Random Identifiers
igraph 2.0.3 Network Analysis and Visualization
imager 1.0.1 Image Processing Library Based on 'CImg'
impute 1.76.0 impute: Imputation for microarray data
infer 1.0.7 Tidy Statistical Inference
influenceR 0.1.5 Software Tools to Quantify Structural Importance of Nodes in a Network
ini 0.3.1 Read and Write '.ini' Files
inline 0.3.19 Functions to Inline C, C++, Fortran Function Calls from R
insight 0.19.10 Easy Access to Model Information for Various Model Objects
interactiveDisplayBase 1.40.0 Base package for enabling powerful shiny web displays of Bioconductor objects
interp 1.1-6 Interpolation Methods
intervals 0.15.4 Tools for Working with Points and Intervals
invgamma 1.1 The Inverse Gamma Distribution
iotools 0.3-5 I/O Tools for Streaming
ipred 0.9-14 Improved Predictors
IRanges 2.38.0 Foundation of integer range manipulation in Bioconductor
IRdisplay 1.1 'Jupyter' Display Machinery
IRkernel 1.3.2 Native R Kernel for the 'Jupyter Notebook'
irlba 2.3.5.1 Fast Truncated Singular Value Decomposition and Principal Components Analysis for Large Dense and Sparse Matrices
IsingFit 0.4 Fitting Ising Models Using the ELasso Method
IsingSampler 0.2.3 Sampling Methods and Distribution Functions for the Ising Model
isoband 0.2.7 Generate Isolines and Isobands from Regularly Spaced Elevation Grids
iterators 1.0.14 Provides Iterator Construct
ITKR 0.6.0.0.2 ITK in R
janitor 2.2.0 Simple Tools for Examining and Cleaning Dirty Data
jomo 2.7-6 Multilevel Joint Modelling Multiple Imputation
jpeg 0.1-10 Read and write JPEG images
jquerylib 0.1.4 Obtain 'jQuery' as an HTML Dependency Object
jsonify 1.2.2 Convert Between 'R' Objects and Javascript Object Notation (JSON)
jsonlite 1.8.8 A Simple and Robust JSON Parser and Generator for R
juicyjuice 0.1.0 Inline CSS Properties into HTML Tags Using 'juice'
kableExtra 1.4.0 Construct Complex Table with 'kable' and Pipe Syntax
KEGGgraph 1.62.0 KEGGgraph: A graph approach to KEGG PATHWAY in R and Bioconductor
KEGGREST 1.44.0 Client-side REST access to the Kyoto Encyclopedia of Genes and Genomes (KEGG)
kernlab 0.9-32 Kernel-Based Machine Learning Lab
KernSmooth 2.23-22 Functions for Kernel Smoothing Supporting Wand & Jones (1995)
kinship2 1.9.6.1 Pedigree Functions
km.ci 0.5-6 Confidence Intervals for the Kaplan-Meier Estimator
KMsurv 0.1-5 Data sets from Klein and Moeschberger (1997), Survival Analysis
knitr 1.46 A General-Purpose Package for Dynamic Report Generation in R
ks 1.14.2 Kernel Smoothing
kutils 1.73 Project Management Tools
labeling 0.4.3 Axis Labeling
labelled 2.13.0 Manipulating Labelled Data
laeken 0.5.3 Estimation of Indicators on Social Exclusion and Poverty
lambda.r 1.2.4 Modeling Data with Functional Programming
later 1.3.2 Utilities for Scheduling Functions to Execute Later with Event Loops
lattice 0.22-6 Trellis Graphics for R
latticeExtra 0.6-30 Extra Graphical Utilities Based on Lattice
lava 1.8.0 Latent Variable Models
lavaan 0.6-17 Latent Variable Analysis
lazyeval 0.2.2 Lazy (Non-Standard) Evaluation
leafem 0.2.3 'leaflet' Extensions for 'mapview'
leaflet 2.2.2 Create Interactive Web Maps with the JavaScript 'Leaflet' Library
leaflet.providers 2.0.0 Leaflet Providers
leafpop 0.1.0 Include Tables, Images and Graphs in Leaflet Pop-Ups
leafsync 0.1.0 Small Multiples for Leaflet Web Maps
leaps 3.1 Regression Subset Selection
leiden 0.4.3.1 R Implementation of Leiden Clustering Algorithm
leidenbase 0.1.27 R and C/C++ Wrappers to Run the Leiden find_partition() Function
lhs 1.1.6 Latin Hypercube Samples
lifecycle 1.0.4 Manage the Life Cycle of your Package Functions
limma 3.60.0 Linear Models for Microarray Data
linkcomm 1.0-14 Tools for Generating, Visualizing, and Analysing Link Communities in Networks
lisrelToR 0.3 Import Output from LISREL into R
listenv 0.9.1 Environments Behaving (Almost) as Lists
lme4 1.1-35.3 Linear Mixed-Effects Models using 'Eigen' and S4
lmerTest 3.1-3 Tests in Linear Mixed Effects Models
lmom 3.0 L-Moments
lmtest 0.9-40 Testing Linear Regression Models
lobstr 1.1.2 Visualize R Data Structures with Trees
locfdr 1.1-8 Computes Local False Discovery Rates
locfit 1.5-9.9 Local Regression, Likelihood and Density Estimation
logistf 1.26.0 Firth's Bias-Reduced Logistic Regression
loo 2.7.0 Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models
lubridate 1.9.3 Make Dealing with Dates a Little Easier
lwgeom 0.2-14 Bindings to Selected 'liblwgeom' Functions for Simple Features
magick 2.8.3 Advanced Graphics and Image-Processing in R
magrittr 2.0.3 A Forward-Pipe Operator for R
manipulateWidget 0.11.1 Add Even More Interactivity to Interactive Charts
mapproj 1.2.11 Map Projections
maps 3.4.2 Draw Geographical Maps
mapview 2.11.2 Interactive Viewing of Spatial Data in R
marginaleffects 0.20.0 Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests
markdown 1.12 Render Markdown with 'commonmark'
MASS 7.3-60.2 Support Functions and Datasets for Venables and Ripley's MASS
mathjaxr 1.6-0 Using 'Mathjax' in Rd Files
Matrix 1.7-0 Sparse and Dense Matrix Classes and Methods
Matrix.utils 0.9.7 Data.frame-Like Operations on Sparse and Dense Matrix Objects
matrixcalc 1.0-6 Collection of Functions for Matrix Calculations
MatrixGenerics 1.16.0 S4 Generic Summary Statistic Functions that Operate on Matrix-Like Objects
MatrixModels 0.5-3 Modelling with Sparse and Dense Matrices
matrixStats 1.3.0 Functions that Apply to Rows and Columns of Matrices (and to Vectors)
maxLik 1.5-2.1 Maximum Likelihood Estimation and Related Tools
maxstat 0.7-25 Maximally Selected Rank Statistics
mbend 1.3.1 Matrix Bending
MCL 1.0 Markov Cluster Algorithm
mclogit 0.9.6 Multinomial Logit Models, with or without Random Effects or Overdispersion
mclust 6.1.1 Gaussian Mixture Modelling for Model-Based Clustering, Classification, and Density Estimation
memisc 0.99.31.7 Management of Survey Data and Presentation of Analysis Results
memoise 2.0.1 'Memoisation' of Functions
MESS 0.5.12 Miscellaneous Esoteric Statistical Scripts
metadat 1.2-0 Meta-Analysis Datasets
metafor 4.6-0 Meta-Analysis Package for R
metapod 1.10.1 Meta-Analyses on P-Values of Differential Analyses
methods 4.4.0 Formal Methods and Classes
mgcv 1.9-1 Mixed GAM Computation Vehicle with Automatic Smoothness Estimation
mgm 1.2-14 Estimating Time-Varying k-Order Mixed Graphical Models
mi 1.1 Missing Data Imputation and Model Checking
mice 3.16.0 Multivariate Imputation by Chained Equations
mime 0.12 Map Filenames to MIME Types
miniUI 0.1.1.1 Shiny UI Widgets for Small Screens
minqa 1.2.6 Derivative-Free Optimization Algorithms by Quadratic Approximation
misc3d 0.9-1 Miscellaneous 3D Plots
miscTools 0.6-28 Miscellaneous Tools and Utilities
mitml 0.4-5 Tools for Multiple Imputation in Multilevel Modeling
mitools 2.4 Tools for Multiple Imputation of Missing Data
mixsqp 0.3-54 Sequential Quadratic Programming for Fast Maximum-Likelihood Estimation of Mixture Proportions
mixtools 2.0.0 Tools for Analyzing Finite Mixture Models
mlr 2.19.1 Machine Learning in R
mlrMBO 1.1.5.1 Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions
mnormt 2.1.1 The Multivariate Normal and t Distributions, and Their Truncated Versions
modeldata 1.3.0 Data Sets Useful for Modeling Examples
modelenv 0.1.1 Provide Tools to Register Models for Use in 'tidymodels'
ModelMetrics 1.2.2.2 Rapid Calculation of Model Metrics
modelr 0.1.11 Modelling Functions that Work with the Pipe
monocle 2.30.1 Clustering, differential expression, and trajectory analysis for single- cell RNA-Seq
monocle3 1.3.7 Clustering, Differential Expression, and Trajectory Analysis for Single-Cell RNA-Seq
mosaicCore 0.9.4.0 Common Utilities for Other MOSAIC-Family Packages
motifmatchr 1.24.0 Fast Motif Matching in R
msigdbr 7.5.1 MSigDB Gene Sets for Multiple Organisms in a Tidy Data Format
multcomp 1.4-25 Simultaneous Inference in General Parametric Models
multcompView 0.1-10 Visualizations of Paired Comparisons
multicool 1.0.1 Permutations of Multisets in Cool-Lex Order
multicross 2.1.0 A Graph-Based Test for Comparing Multivariate Distributions in the Multi Sample Framework
multtest 2.58.0 Resampling-based multiple hypothesis testing
munsell 0.5.1 Utilities for Using Munsell Colours
muscat 1.16.0 Multi-sample multi-group scRNA-seq data analysis tools
mutoss 0.1-13 Unified Multiple Testing Procedures
mvtnorm 1.2-4 Multivariate Normal and t Distributions
nabor 0.5.0 Wraps 'libnabo', a Fast K Nearest Neighbour Library for Low Dimensions
nbpMatching 1.5.4 Functions for Optimal Non-Bipartite Matching
ncdf4 1.22 Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
network 1.18.2 Classes for Relational Data
NetworkComparisonTest 2.2.2 Statistical Comparison of Two Networks Based on Several Invariance Measures
networkD3 0.4 D3 JavaScript Network Graphs from R
NetworkToolbox 1.4.2 Methods and Measures for Brain, Cognitive, and Psychometric Network Analysis
networktools 1.5.2 Tools for Identifying Important Nodes in Networks
neurobase 1.32.3 'Neuroconductor' Base Package with Helper Functions for 'nifti' Objects
nleqslv 3.3.5 Solve Systems of Nonlinear Equations
nlme 3.1-164 Linear and Nonlinear Mixed Effects Models
nloptr 2.0.3 R Interface to NLopt
NMF 0.27 Algorithms and Framework for Nonnegative Matrix Factorization (NMF)
nnet 7.3-19 Feed-Forward Neural Networks and Multinomial Log-Linear Models
nnls 1.5 The Lawson-Hanson Algorithm for Non-Negative Least Squares (NNLS)
nortest 1.0-4 Tests for Normality
numDeriv 2016.8-1.1 Accurate Numerical Derivatives
odbc 1.4.2 Connect to ODBC Compatible Databases (using the DBI Interface)
officer 0.6.6 Manipulation of Microsoft Word and PowerPoint Documents
oligo 1.66.0 Preprocessing tools for oligonucleotide arrays
oligoClasses 1.64.0 Classes for high-throughput arrays supported by oligo and crlmm
OpenMx 2.21.11 Extended Structural Equation Modelling
openssl 2.1.2 Toolkit for Encryption, Signatures and Certificates Based on OpenSSL
openxlsx 4.2.5.2 Read, Write and Edit xlsx Files
operator.tools 1.6.3 Utilities for Working with R's Operators
optimx 2023-10.21 Expanded Replacement and Extension of the 'optim' Function
optparse 1.7.5 Command Line Option Parser
orca 1.1-2 Computation of Graphlet Orbit Counts in Sparse Graphs
ordinal 2023.12-4 Regression Models for Ordinal Data
org.Hs.eg.db 3.18.0 Genome wide annotation for Human
org.Mm.eg.db 3.18.0 Genome wide annotation for Mouse
OrganismDbi 1.44.0 Software to enable the smooth interfacing of different database packages
oro.nifti 0.11.4 Rigorous - 'NIfTI' + 'ANALYZE' + 'AFNI' : Input / Output
orthopolynom 1.0-6.1 Collection of Functions for Orthogonal and Orthonormal Polynomials
outliers 0.15 Tests for Outliers
packrat 0.9.2 A Dependency Management System for Projects and their R Package Dependencies
pals 1.8 Color Palettes, Colormaps, and Tools to Evaluate Them
pan 1.9 Multiple Imputation for Multivariate Panel or Clustered Data
parallel 4.4.0 Support for Parallel Computation in R
parallelly 1.37.1 Enhancing the 'parallel' Package
parallelMap 1.5.1 Unified Interface to Parallelization Back-Ends
ParamHelpers 1.14.1 Helpers for Parameters in Black-Box Optimization, Tuning and Machine Learning
paran 1.5.3 Horn's Test of Principal Components/Factors
parsnip 1.2.1 A Common API to Modeling and Analysis Functions
patchwork 1.2.0 The Composer of Plots
pathview 1.42.0 a tool set for pathway based data integration and visualization
pbapply 1.7-2 Adding Progress Bar to '*apply' Functions
pbdZMQ 0.3-11 Programming with Big Data -- Interface to 'ZeroMQ'
pbivnorm 0.6.0 Vectorized Bivariate Normal CDF
pbkrtest 0.5.2 Parametric Bootstrap, Kenward-Roger and Satterthwaite Based Methods for Test in Mixed Models
pbmcapply 1.5.1 Tracking the Progress of Mc*pply with Progress Bar
pcaMethods 1.94.0 A collection of PCA methods
pdist 1.2.1 Partitioned Distance Function
permute 0.9-7 Functions for Generating Restricted Permutations of Data
pfamAnalyzeR 1.2.0 Identification of domain isotypes in pfam data
pheatmap 1.0.12 Pretty Heatmaps
phia 0.3-1 Post-Hoc Interaction Analysis
pillar 1.9.0 Coloured Formatting for Columns
pixmap 0.4-13 Bitmap Images / Pixel Maps
pkgbuild 1.4.4 Find Tools Needed to Build R Packages
pkgconfig 2.0.3 Private Configuration for 'R' Packages
pkgdown 2.0.9 Make Static HTML Documentation for a Package
pkgfilecache 0.1.5 Download and Manage Optional Package Data
pkgload 1.3.4 Simulate Package Installation and Attach
PKI 0.1-12 Public Key Infrastucture for R Based on the X.509 Standard
plink 1.5-1 IRT Separate Calibration Linking Methods
plogr 0.2.0 The 'plog' C++ Logging Library
plot3D 1.4.1 Plotting Multi-Dimensional Data
plotly 4.10.4 Create Interactive Web Graphics via 'plotly.js'
plotrix 3.8-4 Various Plotting Functions
plyr 1.8.9 Tools for Splitting, Applying and Combining Data
png 0.1-8 Read and write PNG images
polyclip 1.10-6 Polygon Clipping
polylabelr 0.2.0 Find the Pole of Inaccessibility (Visual Center) of a Polygon
polynom 1.4-1 A Collection of Functions to Implement a Class for Univariate Polynomial Manipulations
posterior 1.5.0 Tools for Working with Posterior Distributions
poweRlaw 0.80.0 Analysis of Heavy Tailed Distributions
ppcor 1.1 Partial and Semi-Partial (Part) Correlation
pracma 2.4.4 Practical Numerical Math Functions
praise 1.0.0 Praise Users
preprocessCore 1.64.0 A collection of pre-processing functions
presto 1.0.0 Fast Functions for Differential Expression using Wilcox and AUC
prettyunits 1.2.0 Pretty, Human Readable Formatting of Quantities
pROC 1.18.5 Display and Analyze ROC Curves
processx 3.8.4 Execute and Control System Processes
prodlim 2023.08.28 Product-Limit Estimation for Censored Event History Analysis
profileplyr 1.18.0 Visualization and annotation of read signal over genomic ranges with profileplyr
profvis 0.3.8 Interactive Visualizations for Profiling R Code
progress 1.2.3 Terminal Progress Bars
progressr 0.14.0 An Inclusive, Unifying API for Progress Updates
promises 1.3.0 Abstractions for Promise-Based Asynchronous Programming
ProtGenerics 1.34.0 Generic infrastructure for Bioconductor mass spectrometry packages
proto 1.0.0 Prototype Object-Based Programming
proxy 0.4-27 Distance and Similarity Measures
pryr 0.1.6 Tools for Computing on the Language
ps 1.7.6 List, Query, Manipulate System Processes
pscl 1.5.9 Political Science Computational Laboratory
psych 2.4.3 Procedures for Psychological, Psychometric, and Personality Research
purrr 1.0.2 Functional Programming Tools
pwr 1.3-0 Basic Functions for Power Analysis
qap 0.1-2 Heuristics for the Quadratic Assignment Problem (QAP)
qdapRegex 0.7.8 Regular Expression Removal, Extraction, and Replacement Tools
qgraph 1.9.8 Graph Plotting Methods, Psychometric Data Visualization and Graphical Model Estimation
qqconf 1.3.2 Creates Simultaneous Testing Bands for QQ-Plots
qqman 0.1.9 Q-Q and Manhattan Plots for GWAS Data
quadprog 1.5-8 Functions to Solve Quadratic Programming Problems
quantreg 5.97 Quantile Regression
quantsmooth 1.68.0 Quantile smoothing and genomic visualization of array data
questionr 0.7.8 Functions to Make Surveys Processing Easier
QuickJSR 1.1.3 Interface for the 'QuickJS' Lightweight 'JavaScript' Engine
qvalue 2.34.0 Q-value estimation for false discovery rate control
R.cache 0.16.0 Fast and Light-Weight Caching (Memoization) of Objects and Results to Speed Up Computations
R.matlab 3.7.0 Read and Write MAT Files and Call MATLAB from Within R
R.methodsS3 1.8.2 S3 Methods Simplified
R.oo 1.26.0 R Object-Oriented Programming with or without References
R.utils 2.12.3 Various Programming Utilities
R2HTML 2.3.3 HTML Exportation for R Objects
R6 2.5.1 Encapsulated Classes with Reference Semantics
ragg 1.3.1 Graphic Devices Based on AGG
randomForest 4.7-1.1 Breiman and Cutler's Random Forests for Classification and Regression
randomForestSRC 3.2.3 Fast Unified Random Forests for Survival, Regression, and Classification (RF-SRC)
ranger 0.16.0 A Fast Implementation of Random Forests
RANN 2.6.1 Fast Nearest Neighbour Search (Wraps ANN Library) Using L2 Metric
rapidjsonr 1.2.0 'Rapidjson' C++ Header Files
rappdirs 0.3.3 Application Directories: Determine Where to Save Data, Caches, and Logs
raster 3.6-26 Geographic Data Analysis and Modeling
RBGL 1.78.0 An interface to the BOOST graph library
rbibutils 2.2.16 Read 'Bibtex' Files and Convert Between Bibliography Formats
RcisTarget 1.22.0 RcisTarget Identify transcription factor binding motifs enriched on a list of genes or genomic regions
rcmdcheck 1.4.0 Run 'R CMD check' from 'R' and Capture Results
RColorBrewer 1.1-3 ColorBrewer Palettes
Rcpp 1.0.12 Seamless R and C++ Integration
RcppAnnoy 0.0.22 'Rcpp' Bindings for 'Annoy', a Library for Approximate Nearest Neighbors
RcppArmadillo 0.12.8.2.1 'Rcpp' Integration for the 'Armadillo' Templated Linear Algebra Library
RcppEigen 0.3.4.0.0 'Rcpp' Integration for the 'Eigen' Templated Linear Algebra Library
RcppGSL 0.3.13 'Rcpp' Integration for 'GNU GSL' Vectors and Matrices
RcppHNSW 0.6.0 'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
RcppML 0.3.7 Rcpp Machine Learning Library
RcppNumerical 0.6-0 'Rcpp' Integration for Numerical Computing Libraries
RcppParallel 5.1.7 Parallel Programming Tools for 'Rcpp'
RcppProgress 0.4.2 An Interruptible Progress Bar with OpenMP Support for C++ in R Packages
RcppTOML 0.2.2 'Rcpp' Bindings to Parser for "Tom's Obvious Markup Language"
RCurl 1.98-1.14 General Network (HTTP/FTP/...) Client Interface for R
RCy3 2.22.1 Functions to Access and Control Cytoscape
Rdpack 2.6 Update and Manipulate Rd Documentation Objects
reactable 0.4.4 Interactive Data Tables for R
reactome.db 1.86.2 A set of annotation maps for reactome
ReactomePA 1.46.0 Reactome Pathway Analysis
reactR 0.5.0 React Helpers
readbitmap 0.1.5 Simple Unified Interface to Read Bitmap Images (BMP,JPEG,PNG,TIFF)
readr 2.1.5 Read Rectangular Text Data
readxl 1.4.3 Read Excel Files
recipes 1.0.10 Preprocessing and Feature Engineering Steps for Modeling
registry 0.5-1 Infrastructure for R Package Registries
remaCor 0.0.18 Random Effects Meta-Analysis for Correlated Test Statistics
rematch 2.0.0 Match Regular Expressions with a Nicer 'API'
rematch2 2.1.2 Tidy Output from Regular Expression Matching
remotes 2.5.0 R Package Installation from Remote Repositories, Including 'GitHub'
renv 1.0.7 Project Environments
repr 1.1.7 Serializable Representations
reprex 2.1.0 Prepare Reproducible Example Code via the Clipboard
reshape 0.8.9 Flexibly Reshape Data
reshape2 1.4.4 Flexibly Reshape Data: A Reboot of the Reshape Package
ResidualMatrix 1.12.0 Creating a DelayedMatrix of Regression Residuals
restfulr 0.0.15 R Interface to RESTful Web Services
reticulate 1.36.1 Interface to 'Python'
rex 1.2.1 Friendly Regular Expressions
rgl 1.3.1 3D Visualization Using OpenGL
Rgraphviz 2.46.0 Provides plotting capabilities for R graph objects
rGREAT 2.4.0 GREAT Analysis - Functional Enrichment on Genomic Regions
rhdf5 2.48.0 R Interface to HDF5
rhdf5filters 1.16.0 HDF5 Compression Filters
Rhdf5lib 1.26.0 hdf5 library as an R package
RhpcBLASctl 0.23-42 Control the Number of Threads on 'BLAS'
Rhtslib 3.0.0 HTSlib high-throughput sequencing library as an R package
RInside 0.2.18 C++ Classes to Embed R in C++ (and C) Applications
rintrojs 0.3.4 Wrapper for the 'Intro.js' Library
rio 1.0.1 A Swiss-Army Knife for Data I/O
RITAN 1.26.0 Rapid Integration of Term Annotation and Network resources
RITANdata 1.26.0 This package contains reference annotation and network data sets
rJava 1.0-11 Low-Level R to Java Interface
rjson 0.2.21 JSON for R
RJSONIO 1.3-1.9 Serialize R Objects to JSON, JavaScript Object Notation
rlang 1.1.3 Functions for Base Types and Core R and 'Tidyverse' Features
rlist 0.4.6.2 A Toolbox for Non-Tabular Data Manipulation
RMariaDB 1.3.1 Database Interface and MariaDB Driver
rmarkdown 2.26 Dynamic Documents for R
Rmpi 0.7-2 Interface (Wrapper) to MPI (Message-Passing Interface)
Rnanoflann 0.0.2 Extremely Fast Nearest Neighbor Search
rngtools 1.5.2 Utility Functions for Working with Random Number Generators
RNifti 1.6.1 Fast R and C++ Access to NIfTI Images
robustbase 0.99-2 Basic Robust Statistics
rockchalk 1.8.157 Regression Estimation and Presentation
ROCR 1.0-11 Visualizing the Performance of Scoring Classifiers
rootSolve 1.8.2.4 Nonlinear Root Finding, Equilibrium and Steady-State Analysis of Ordinary Differential Equations
ROpenCVLite 4.90.1 Helper Package for Installing OpenCV with R
roxygen2 7.3.1 In-Line Documentation for R
rpart 4.1.23 Recursive Partitioning and Regression Trees
rpf 1.0.14 Response Probability Functions
RPresto 1.4.6 DBI Connector to Presto
rprojroot 2.0.4 Finding Files in Project Subdirectories
rsample 1.2.1 General Resampling Infrastructure
Rsamtools 2.20.0 Binary alignment (BAM), FASTA, variant call (BCF), and tabix file import
rsconnect 1.2.2 Deploy Docs, Apps, and APIs to 'Posit Connect', 'shinyapps.io', and 'RPubs'
RSpectra 0.16-1 Solvers for Large-Scale Eigenvalue and SVD Problems
RSQLite 2.3.6 SQLite Interface for R
rstan 2.32.6 R Interface to Stan
rstantools 2.4.0 Tools for Developing R Packages Interfacing with 'Stan'
rstatix 0.7.2 Pipe-Friendly Framework for Basic Statistical Tests
rstudioapi 0.16.0 Safely Access the RStudio API
Rsubread 2.16.1 Mapping, quantification and variant analysis of sequencing data
rsvd 1.0.5 Randomized Singular Value Decomposition
rtracklayer 1.62.0 R interface to genome annotation files and the UCSC genome browser
Rtsne 0.17 T-Distributed Stochastic Neighbor Embedding using a Barnes-Hut Implementation
Rttf2pt1 1.3.12 'ttf2pt1' Program
RUnit 0.4.33 R Unit Test Framework
rvcheck 0.2.1 R/Package Version Check
RVenn 1.1.0 Set Operations for Many Sets
rversions 2.1.2 Query 'R' Versions, Including 'r-release' and 'r-oldrel'
rvest 1.0.4 Easily Harvest (Scrape) Web Pages
s2 1.1.6 Spherical Geometry Operators Using the S2 Geometry Library
S4Arrays 1.4.0 Foundation of array-like containers in Bioconductor
S4Vectors 0.42.0 Foundation of vector-like and list-like containers in Bioconductor
safetensors 0.1.2 Safetensors File Format
samr 3.0 SAM: Significance Analysis of Microarrays
sandwich 3.1-0 Robust Covariance Matrix Estimators
sass 0.4.9 Syntactically Awesome Style Sheets ('Sass')
satellite 1.0.5 Handling and Manipulating Remote Sensing Data
satuRn 1.10.0 Scalable Analysis of Differential Transcript Usage for Bulk and Single-Cell RNA-sequencing Applications
ScaledMatrix 1.12.0 Creating a DelayedMatrix of Scaled and Centered Values
scales 1.3.0 Scale Functions for Visualization
scater 1.30.1 Single-Cell Analysis Toolkit for Gene Expression Data in R
scattermore 1.2 Scatterplots with More Points
scatterpie 0.2.2 Scatter Pie Plot
scatterplot3d 0.3-44 3D Scatter Plot
SCENIC 1.3.1 SCENIC (Single Cell rEgulatory Network Inference and Clustering)
SCopeLoomR 0.13.0 Build .loom files (compatible with SCope) and extract data from .loom files.
SCPA 1.6.1 Single Cell Pathway Analysis
sctransform 0.4.1 Variance Stabilizing Transformations for Single Cell UMI Data
scuttle 1.12.0 Single-Cell RNA-Seq Analysis Utilities
segmented 2.0-4 Regression Models with Break-Points / Change-Points Estimation (with Possibly Random Effects)
selectr 0.4-2 Translate CSS Selectors to XPath Expressions
sem 3.1-15 Structural Equation Models
semPlot 1.1.6 Path Diagrams and Visual Analysis of Various SEM Packages' Output
sendmailR 1.4-0 Send Email Using R
seqinr 4.2-36 Biological Sequences Retrieval and Analysis
seqLogo 1.68.0 Sequence logos for DNA sequence alignments
seqminer 9.4 Efficiently Read Sequence Data (VCF Format, BCF Format, METAL Format and BGEN Format) into R
seriation 1.5.5 Infrastructure for Ordering Objects Using Seriation
servr 0.30 A Simple HTTP Server to Serve Static Files or Dynamic Documents
sessioninfo 1.2.2 R Session Information
Seurat 5.0.3 Tools for Single Cell Genomics
SeuratDisk 0.0.0.9021 Interfaces for HDF5-Based Single Cell File Formats
SeuratObject 5.0.1 Data Structures for Single Cell Data
SeuratWrappers 0.3.5 Community-Provided Methods and Extensions for the Seurat Object
sf 1.0-16 Simple Features for R
sfheaders 0.4.4 Converts Between R Objects and Simple Feature Objects
sftime 0.2-0 Classes and Methods for Simple Feature Objects that Have a Time Column
shadowtext 0.1.3 Shadow Text Grob and Layer
shape 1.4.6.1 Functions for Plotting Graphical Shapes, Colors
shiny 1.8.1.1 Web Application Framework for R
shinyAce 0.4.2 Ace Editor Bindings for Shiny
shinycssloaders 1.0.0 Add Loading Animations to a 'shiny' Output While It's Recalculating
shinydashboard 0.7.2 Create Dashboards with 'Shiny'
shinyFiles 0.9.3 A Server-Side File System Viewer for Shiny
shinyjs 2.1.0 Easily Improve the User Experience of Your Shiny Apps in Seconds
shinystan 2.6.0 Interactive Visual and Numerical Diagnostics and Posterior Analysis for Bayesian Models
shinythemes 1.2.0 Themes for Shiny
shinyWidgets 0.8.6 Custom Inputs Widgets for Shiny
ShortRead 1.60.0 FASTQ input and manipulation
simdistr 1.0.1 Assessment of Data Trial Distributions According to the Carlisle-Stouffer Method
SingleCellExperiment 1.26.0 S4 Classes for Single Cell Data
SingleR 2.4.1 Reference-Based Single-Cell RNA-Seq Annotation
singscore 1.24.0 Rank-based single-sample gene set scoring method
sitmo 2.0.2 Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
SKAT 2.2.5 SNP-Set (Sequence) Kernel Association Test
slam 0.1-50 Sparse Lightweight Arrays and Matrices
slider 0.3.1 Sliding Window Functions
smacof 2.1-6 Multidimensional Scaling
smoof 1.6.0.3 Single and Multi-Objective Optimization Test Functions
sn 2.1.1 The Skew-Normal and Related Distributions Such as the Skew-t and the SUN
sna 2.7-2 Tools for Social Network Analysis
snakecase 0.11.1 Convert Strings into any Case
snow 0.4-4 Simple Network of Workstations
SNPRelate 1.36.1 Parallel Computing Toolset for Relatedness and Principal Component Analysis of SNP Data
soGGi 1.34.0 Visualise ChIP-seq, MNase-seq and motif occurrence as aggregate plots Summarised Over Grouped Genomic Intervals
sourcetools 0.1.7-1 Tools for Reading, Tokenizing and Parsing R Code
sp 2.1-4 Classes and Methods for Spatial Data
spacetime 1.3-1 Classes and Methods for Spatio-Temporal Data
spam 2.10-0 SPArse Matrix
SparseArray 1.4.0 High-performance sparse data representation and manipulation in R
SparseM 1.81 Sparse Linear Algebra
sparseMatrixStats 1.16.0 Summary Statistics for Rows and Columns of Sparse Matrices
sparsesvd 0.2-2 Sparse Truncated Singular Value Decomposition (from 'SVDLIBC')
SPAtest 3.1.2 Score Test and Meta-Analysis Based on Saddlepoint Approximation
spatial 7.3-17 Functions for Kriging and Point Pattern Analysis
SpatialExperiment 1.14.0 S4 Class for Spatially Resolved -omics Data
spatstat 3.0-8 Spatial Point Pattern Analysis, Model-Fitting, Simulation, Tests
spatstat.data 3.0-4 Datasets for 'spatstat' Family
spatstat.explore 3.2-7 Exploratory Data Analysis for the 'spatstat' Family
spatstat.geom 3.2-9 Geometrical Functionality of the 'spatstat' Family
spatstat.linnet 3.1-5 Linear Networks Functionality of the 'spatstat' Family
spatstat.model 3.2-11 Parametric Statistical Modelling and Inference for the 'spatstat' Family
spatstat.random 3.2-3 Random Generation Functionality for the 'spatstat' Family
spatstat.sparse 3.0-3 Sparse Three-Dimensional Arrays and Linear Algebra Utilities
spatstat.utils 3.0-4 Utility Functions for 'spatstat'
spData 2.3.0 Datasets for Spatial Analysis
spdep 1.3-3 Spatial Dependence: Weighting Schemes, Statistics
speedglm 0.3-5 Fitting Linear and Generalized Linear Models to Large Data Sets
splines 4.4.0 Regression Spline Functions and Classes
sqldf 0.4-11 Manipulate R Data Frames Using SQL
SQUAREM 2021.1 Squared Extrapolation Methods for Accelerating EM-Like Monotone Algorithms
squash 1.0.9 Color-Based Plots for Multivariate Visualization
StanHeaders 2.32.7 C++ Header Files for Stan
stapler 0.7.1 Simultaneous Truth and Performance Level Estimation
stars 0.6-5 Spatiotemporal Arrays, Raster and Vector Data Cubes
statmod 1.5.0 Statistical Modeling
statnet.common 4.9.0 Common R Scripts and Utilities Used by the Statnet Project Software
stats 4.4.0 The R Stats Package
stats4 4.4.0 Statistical Functions using S4 Classes
STRINGdb 2.14.3 STRINGdb - Protein-Protein Interaction Networks and Functional Enrichment Analysis
stringdist 0.9.12 Approximate String Matching, Fuzzy Text Search, and String Distance Functions
stringi 1.8.4 Fast and Portable Character String Processing Facilities
stringr 1.5.1 Simple, Consistent Wrappers for Common String Operations
StructuralVariantAnnotation 1.18.0 Variant annotations for structural variants
styler 1.10.3 Non-Invasive Pretty Printing of R Code
SummarizedExperiment 1.34.0 SummarizedExperiment container
survey 4.4-2 Analysis of Complex Survey Samples
survival 3.6-4 Survival Analysis
survminer 0.4.9 Drawing Survival Curves using 'ggplot2'
survMisc 0.5.6 Miscellaneous Functions for Survival Data
sva 3.50.0 Surrogate Variable Analysis
svglite 2.1.3 An 'SVG' Graphics Device
svUnit 1.0.6 'SciViews' - Unit, Integration and System Testing
sys 3.4.2 Powerful and Reliable Tools for Running System Commands in R
systemfonts 1.0.6 System Native Font Finding
systemPipeR 2.8.0 systemPipeR: workflow management and report generation environment
tcltk 4.4.0 Tcl/Tk Interface
tensor 1.5 Tensor product of arrays
tensorA 0.36.2.1 Advanced Tensor Arithmetic with Named Indices
terra 1.7-71 Spatial Data Analysis
testthat 3.2.1.1 Unit Testing for R
textshaping 0.3.7 Bindings to the 'HarfBuzz' and 'Fribidi' Libraries for Text Shaping
TFBSTools 1.40.0 Software Package for Transcription Factor Binding Site (TFBS) Analysis
TFisher 0.2.0 Optimal Thresholding Fisher's P-Value Combination Method
TFMPvalue 0.0.9 Efficient and Accurate P-Value Computation for Position Weight Matrices
TH.data 1.1-2 TH's Data Archive
threejs 0.3.3 Interactive 3D Scatter Plots, Networks and Globes
tibble 3.2.1 Simple Data Frames
tidybayes 3.0.6 Tidy Data and 'Geoms' for Bayesian Models
tidycmprsk 1.0.0 Competing Risks Estimation
tidygraph 1.3.1 A Tidy API for Graph Manipulation
tidymodels 1.2.0 Easily Install and Load the 'Tidymodels' Packages
tidyr 1.3.1 Tidy Messy Data
tidyselect 1.2.1 Select from a Set of Strings
tidytree 0.4.6 A Tidy Tool for Phylogenetic Tree Data Manipulation
tidyverse 2.0.0 Easily Install and Load the 'Tidyverse'
tiff 0.1-12 Read and Write TIFF Images
timechange 0.3.0 Efficient Manipulation of Date-Times
timeDate 4032.109 Rmetrics - Chronological and Calendar Objects
tinytex 0.51 Helper Functions to Install and Maintain TeX Live, and Compile LaTeX Documents
tippy 0.1.0 Add Tooltips to 'R markdown' Documents or 'Shiny' Apps
tmap 3.3-4 Thematic Maps
tmaptools 3.1-1 Thematic Map Tools
TMB 1.9.11 Template Model Builder: A General Random Effect Tool Inspired by 'ADMB'
tmvnsim 1.0-2 Truncated Multivariate Normal Simulation
tools 4.4.0 Tools for Package Development
topGO 2.54.0 Enrichment Analysis for Gene Ontology
torch 0.12.0 Tensors and Neural Networks with 'GPU' Acceleration
treeio 1.26.0 Base Classes and Functions for Phylogenetic Tree Input and Output
triebeard 0.4.1 'Radix' Trees in 'Rcpp'
truncnorm 1.0-9 Truncated Normal Distribution
TSP 1.2-4 Traveling Salesperson Problem (TSP)
tune 1.2.1 Tidy Tuning Tools
twang 2.6 Toolkit for Weighting and Analysis of Nonequivalent Groups
tweenr 2.0.3 Interpolate Data for Smooth Animations
TxDb.Hsapiens.UCSC.hg19.knownGene 3.2.2 Annotation package for TxDb object(s)
TxDb.Hsapiens.UCSC.hg38.knownGene 3.18.0 Annotation package for TxDb object(s)
TxDb.Mmusculus.UCSC.mm10.knownGene 3.10.0 Annotation package for TxDb object(s)
TxDb.Mmusculus.UCSC.mm9.knownGene 3.2.2 Annotation package for TxDb object(s)
tximeta 1.20.3 Transcript Quantification Import with Automatic Metadata
tximport 1.30.0 Import and summarize transcript-level estimates for transcript- and gene-level analysis
tzdb 0.4.0 Time Zone Database Information
ucminf 1.2.1 General-Purpose Unconstrained Non-Linear Optimization
UCSC.utils 1.0.0 Low-level utilities to retrieve data from the UCSC Genome Browser
UCSCXenaTools 1.4.8 Download and Explore Datasets from UCSC Xena Data Hubs
umap 0.2.10.0 Uniform Manifold Approximation and Projection
UniprotR 2.4.0 Retrieving Information of Proteins from Uniprot
units 0.8-5 Measurement Units for R Vectors
UpSetR 1.4.0 A More Scalable Alternative to Venn and Euler Diagrams for Visualizing Intersecting Sets
urlchecker 1.0.1 Run CRAN URL Checks from Older R Versions
urltools 1.7.3 Vectorised Tools for URL Handling and Parsing
useful 1.2.6.1 A Collection of Handy, Useful Functions
usethis 2.2.3 Automate Package and Project Setup
utf8 1.2.4 Unicode Text Processing
utils 4.4.0 The R Utils Package
uuid 1.2-0 Tools for Generating and Handling of UUIDs
uwot 0.2.2 The Uniform Manifold Approximation and Projection (UMAP) Method for Dimensionality Reduction
V8 4.4.2 Embedded JavaScript and WebAssembly Engine for R
variables 1.1-1 Variable Descriptions
variancePartition 1.32.5 Quantify and interpret drivers of variation in multilevel gene expression experiments
VariantAnnotation 1.48.1 Annotation of Genetic Variants
vcd 1.4-12 Visualizing Categorical Data
vctrs 0.6.5 Vector Helpers
vegan 2.6-4 Community Ecology Package
venn 1.12 Draw Venn Diagrams
VennDiagram 1.7.3 Generate High-Resolution Venn and Euler Plots
VGAM 1.1-10 Vector Generalized Linear and Additive Models
VIM 6.2.2 Visualization and Imputation of Missing Values
vipor 0.4.7 Plot Categorical Data Using Quasirandom Noise and Density Estimates
viridis 0.6.5 Colorblind-Friendly Color Maps for R
viridisLite 0.4.2 Colorblind-Friendly Color Maps (Lite Version)
visNetwork 2.1.2 Network Visualization using 'vis.js' Library
vroom 1.6.5 Read and Write Rectangular Text Data Quickly
vsn 3.70.0 Variance stabilization and calibration for microarray data
waiter 0.2.5 Loading Screen for 'Shiny'
waldo 0.5.2 Find Differences Between R Objects
warp 0.2.1 Group Dates
webshot 0.5.5 Take Screenshots of Web Pages
weights 1.0.4 Weighting and Weighted Statistics
WGCNA 1.72-5 Weighted Correlation Network Analysis
whisker 0.4.1 {{mustache}} for R, Logicless Templating
WhiteStripe 2.4.2 White Matter Normalization for Magnetic Resonance Images
widgetframe 0.3.1 'Htmlwidgets' in Responsive 'iframes'
withr 3.0.0 Run Code 'With' Temporarily Modified Global State
wk 0.9.1 Lightweight Well-Known Geometry Parsing
wordcloud 2.6 Word Clouds
workflows 1.1.4 Modeling Workflows
workflowsets 1.1.0 Create a Collection of 'tidymodels' Workflows
writexl 1.5.0 Export Data Frames to Excel 'xlsx' Format
xfun 0.43 Supporting Functions for Packages Maintained by 'Yihui Xie'
xgboost 1.7.7.1 Extreme Gradient Boosting
xlsx 0.6.5 Read, Write, Format Excel 2007 and Excel 97/2000/XP/2003 Files
xlsxjars 0.6.1 Package required POI jars for the xlsx package
XML 3.99-0.16.1 Tools for Parsing and Generating XML Within R and S-Plus
xml2 1.3.6 Parse XML
xopen 1.0.1 Open System Files, 'URLs', Anything
xtable 1.8-4 Export Tables to LaTeX or HTML
xts 0.13.2 eXtensible Time Series
XVector 0.44.0 Foundation of external vector representation and manipulation in Bioconductor
yaml 2.3.8 Methods to Convert R Data to YAML and Back
yardstick 1.3.1 Tidy Characterizations of Model Performance
yulab.utils 0.1.4 Supporting Functions for Packages Maintained by 'YuLab-SMU'
zip 2.3.1 Cross-Platform 'zip' Compression
zlibbioc 1.50.0 An R packaged zlib-1.2.5
zoo 1.8-12 S3 Infrastructure for Regular and Irregular Time Series (Z's Ordered Observations)