Difference between revisions of "R libraries"
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colorspace Color Space Manipulation | colorspace Color Space Manipulation | ||
compiler The R Compiler Package | compiler The R Compiler Package | ||
| + | cummeRbund Analysis, exploration, manipulation, and | ||
| + | visualization of Cufflinks high-throughput | ||
| + | sequencing data. | ||
datasets The R Datasets Package | datasets The R Datasets Package | ||
DBI R Database Interface | DBI R Database Interface | ||
| Line 45: | Line 48: | ||
edgeR Empirical analysis of digital gene expression | edgeR Empirical analysis of digital gene expression | ||
data in R | data in R | ||
| + | fastcluster Fast hierarchical clustering routines for R and | ||
| + | Python | ||
foreach Foreach looping construct for R | foreach Foreach looping construct for R | ||
foreign Read Data Stored by Minitab, S, SAS, SPSS, | foreign Read Data Stored by Minitab, S, SAS, SPSS, | ||
| Line 135: | Line 140: | ||
reshape2 Flexibly reshape data: a reboot of the reshape | reshape2 Flexibly reshape data: a reboot of the reshape | ||
package. | package. | ||
| + | RGalaxy Make an R function available in the Galaxy web | ||
| + | platform | ||
R.methodsS3 Utility function for defining S3 methods | R.methodsS3 Utility function for defining S3 methods | ||
R.oo R object-oriented programming with or without | R.oo R object-oriented programming with or without | ||
Revision as of 17:30, 8 July 2012
affy Methods for Affymetrix Oligonucleotide Arrays
affydata Affymetrix Data for Demonstration Purpose
affyio Tools for parsing Affymetrix data files
affyPLM Methods for fitting probe-level models
affyQCReport QC Report Generation for affyBatch objects
akima Interpolation of irregularly spaced data
annaffy Annotation tools for Affymetrix biological
metadata
annotate Annotation for microarrays
AnnotationDbi Annotation Database Interface
ape Analyses of Phylogenetics and Evolution
auteur Bayesian sampler of the trait-evolutionary
process
base The R Base Package
baySeq Empirical Bayesian analysis of patterns of
differential expression in count data
Biobase Biobase: Base functions for Bioconductor
BiocGenerics Generic functions for Bioconductor
BiocInstaller Install/Update Bioconductor and CRAN Packages
Biostrings String objects representing biological
sequences, and matching algorithms
bitops Functions for Bitwise operations
boot Bootstrap Functions (originally by Angelo Canty
for S)
caTools Tools: moving window statistics, GIF, Base64,
ROC AUC, etc.
class Functions for Classification
cluster Cluster Analysis Extended Rousseeuw et al.
CNVtools A package to test genetic association with CNV
data
codetools Code Analysis Tools for R
colorspace Color Space Manipulation
compiler The R Compiler Package
cummeRbund Analysis, exploration, manipulation, and
visualization of Cufflinks high-throughput
sequencing data.
datasets The R Datasets Package
DBI R Database Interface
DESeq Differential gene expression analysis based on
the negative binomial distribution
dichromat Color schemes for dichromats
digest Create cryptographic hash digests of R objects
doMC Foreach parallel adaptor for the multicore
package
doSNOW Foreach parallel adaptor for the snow package
DynDoc Dynamic document tools
edgeR Empirical analysis of digital gene expression
data in R
fastcluster Fast hierarchical clustering routines for R and
Python
foreach Foreach looping construct for R
foreign Read Data Stored by Minitab, S, SAS, SPSS,
Stata, Systat, dBase, ...
gcrma Background Adjustment Using Sequence
Information
gdata Various R programming tools for data
manipulation
gee Generalized Estimation Equation solver
geiger Analysis of evolutionary diversification
genefilter genefilter: methods for filtering genes from
microarray experiments
geneplotter Graphics related functions for Bioconductor
GenomicRanges Representation and manipulation of genomic
intervals
ggplot2 An implementation of the Grammar of Graphics
glmmADMB Generalized Linear Mixed Models using AD Model
Builder
GO.db A set of annotation maps describing the entire
Gene Ontology
gplots Various R programming tools for plotting data
graphics The R Graphics Package
grDevices The R Graphics Devices and Support for Colours
and Fonts
grid The Grid Graphics Package
gtools Various R programming tools
hacks Convenient R Functions
hgu95av2.db Affymetrix Human Genome U95 Set annotation data
(chip hgu95av2)
HilbertVis Hilbert curve visualization
Hmisc Harrell Miscellaneous
IRanges Infrastructure for manipulating intervals on
sequences
iterators Iterator construct for R
itertools Iterator Tools
KEGG.db A set of annotation maps for KEGG
KernSmooth Functions for kernel smoothing for Wand & Jones
(1995)
labeling Axis Labeling
laser Likelihood Analysis of Speciation/Extinction
Rates from Phylogenies
lattice Lattice Graphics
leaps regression subset selection
limma Linear Models for Microarray Data
locfit Local Regression, Likelihood and Density
Estimation.
maanova Tools for analyzing Micro Array experiments
marray Exploratory analysis for two-color spotted
microarray data
MASS Support Functions and Datasets for Venables and
Ripley's MASS
Matrix Sparse and Dense Matrix Classes and Methods
memoise Memoise functions
methods Formal Methods and Classes
mgcv Mixed GAM Computation Vehicle with GCV/AIC/REML
smoothness estimation
msm Multi-state Markov and hidden Markov models in
continuous time
multicore Parallel processing of R code on machines with
multiple cores or CPUs
multtest Resampling-based multiple hypothesis testing
munsell Munsell colour system
mvtnorm Multivariate Normal and t Distributions
nlme Linear and Nonlinear Mixed Effects Models
nnet Feed-forward Neural Networks and Multinomial
Log-Linear Models
org.Hs.eg.db Genome wide annotation for Human
ouch Ornstein-Uhlenbeck models for phylogenetic
comparative hypotheses
parallel Support for Parallel computation in R
permute Functions for generating restricted
permutations of data
pheatmap Pretty Heatmaps
phylobase Base package for phylogenetic structures and
comparative data
picante R tools for integrating phylogenies and ecology
plyr Tools for splitting, applying and combining
data
preprocessCore A collection of pre-processing functions
prettyR Pretty descriptive stats.
proto Prototype object-based programming
qvalue Q-value estimation for false discovery rate
control
R2admb ADMB to R interface functions
R.basic [R] Class Library - Stand-alone basic functions
[DEPRECATED]
RColorBrewer ColorBrewer palettes
Rcpp Seamless R and C++ Integration
reshape Flexibly reshape data.
reshape2 Flexibly reshape data: a reboot of the reshape
package.
RGalaxy Make an R function available in the Galaxy web
platform
R.methodsS3 Utility function for defining S3 methods
R.oo R object-oriented programming with or without
references
rpart Recursive Partitioning
RSQLite SQLite interface for R
Rsubread Rsubread: a super fast, sensitive and accurate
read aligner for mapping next-generation
sequencing reads
R.utils Various programming utilities
Rwave Time-Frequency analysis of 1-D signals
scales Scale functions for graphics.
simpleaffy Very simple high level analysis of Affymetrix
data
snow Simple Network of Workstations
spatial Functions for Kriging and Point Pattern
Analysis
splines Regression Spline Functions and Classes
statmod Statistical Modeling
stats The R Stats Package
stats4 Statistical Functions using S4 Classes
stringr Make it easier to work with strings.
subplex Subplex optimization algorithm
survival Survival analysis, including penalised
likelihood.
tcltk Tcl/Tk Interface
tools Tools for Package Development
utils The R Utils Package
vegan Community Ecology Package
vsn Variance stabilization and calibration for
microarray data
waveslim Basic wavelet routines for one-, two- and
three-dimensional signal processing
wavethresh Wavelets statistics and transforms.
XML Tools for parsing and generating XML within R
and S-Plus.
xtable Export tables to LaTeX or HTML
zlibbioc An R packaged zlib-1.2.5