R is a free software environment for statistical computing and graphics.
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Version | module name | build | notes |
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4.0.3 | r/4.0.3 | SPACK using gcc 8.3.1 | optimized for avx, avx2 and avx512 |
4.0.35 | conda/r | Conda packages | Load anaconda3/2020.07 first |
4.1.1 | conda/spark | Conda packages | Load anaconda3/2020.07 first. For use with Apache Spark |
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R packages are built using SPACK optimized for the underlying CPU architecture or binary installs using Conda. Applications built by RC staff that are dependent on R use the SPACK built R packages.
Info |
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See Apache Spark for list of packages in the the spark module. |
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3 5 Conda |
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abind |
| 1.4-5 | acepack | 1.4.1 |
| amap | 0.8-17 |
| animation | 2.6 |
| annotate | 1.62.0 |
| AnnotationDbi | 1.46.1 |
| ape | 5.3 |
| argparse | 2.0.1 |
| askpass | 1.1 | 1.1 | assertthat | 0.2.1 | 0.2.1 | backports | 1.1.4 | 1. | 235 | base64enc | 0.1-3 | 0.1-3 | BBmisc | 1.11 |
| BH | 1.69.0-1 |
| BiasedUrn | 1.07 |
| bibtex | 0.4.2 |
| bigmemory | 4.5.36 |
| bigmemory.sri | 0.1.3 |
| Biobase | 2.44.0 |
| BiocGenerics | 0.34.0 |
| BiocManager | 1.30.10 |
| BiocParallel | 1.18.1 |
| biomaRt | 2.40.5 |
| Biostrings | 2.52.0 |
| bit | 1.1-14 | 4.0.4 | bit64 | 0.9-7 | 4.0.5 | bitops | 1.0-6 |
| blob | 1.2.0 | 1.2. | 12325boot327-25brew | 1.0-6 | brio | 1.1.0 | broom | 0.5.2 | 0.7.2 | broom | 0.5.2 | 0.7.10 | bslib |
| 0.3.1 | cachem |
| 1.0.6 | callr | 3.4.3 | 3 | .5.1.7.0 | car |
| 3.0-12 | carData |
| 3.0-4 | caret | 6.0-84 | 6.0- | 8690 | caTools | 1.17.1.2 |
| cellranger | 1.1.0 | 1.1.0 | checkmate | 1.9.4 |
| chron | 2.3-53 |
| class | 7.3- | 1517221.0 | clipr | 0.7.0 | 0.7.1 | cluster | 2.1. | 02..0cluster | 1.1.0 | clusterGeneration | 1.3.4 |
| coda | 0.19-3 |
| codetools | 0.2- | 160.2-codetools | 0.2-18 | 02 | combinat | 0.0-8 |
| commonmark | 1.7 | 1.7 | compiler | 4.0.3 | 4 | .0.3.0.5 | config |
| 0.3.1 | conquer |
| 1.2.1 | corrplot |
| 0.92 | covr | 3.5.0 |
| cowplot | 1.0.0 | 1.1.1 | cpp11 |
| 0.4.2 | .4341.102.0 | ctc | 1.58.0 |
| curl | 4.3 | 4.3.2 | data.table | 1.12.8 | 1. | 1330001 | DelayedArray | 0.10.0 |
| dendextend | 1.12.0 |
| desc | 1.2.0 | 1. | 24.0 | DESeq2 | 1.24.0 |
| devtools | 2.3.0 |
| DEXSeq | 1.36.0 |
| diffobj |
| 0.3. | 22729 | doParallel | 1.0.15 |
| dplyr | 0.8.3 | 1.0. | 21620 | dtplyr |
| 1.2.0 | dygraphs | 1.1.1.6 | 1.1.1.6 | e1071 |
| 1.7-9 | edgeR | 3.26.8 |
| ellipsis | 0.3.0 | 0.3. | 12 | evaluate | 0.14 | 0.14 | expm | 0.999-4 |
| fansi | 0.4.0 | 0. | 41.3 | fastcluster | 1.1.25 |
| fastmap |
| 1.1.0 | .1 | fastmatch | 1.1-0 |
| findpython | 1.0.5 |
| fitdistrplus | 1.0-14 |
| flexdashboard |
| 0.5.2 | FNN | 1.1.3 |
| fontawesome |
| 0.2.2 | forcats | 0.4.0 | 0.5. | 01 | foreach | 1.4.7 | 1.5.1 | foreign | 0.8- | 7280foreign8-81.8-80711 | Formula | 1.2-3 |
| fs | 1.3.1 | 1.5. | 02 | futile.logger | 1.4.3 |
| futile.options | 1.0.1 |
| future | 1.14.0 | 1.23.0 | future.apply | 1.3.0 | 1.8.1 | gargle |
| 1.2.0 | gbRd | 0.4-11 |
| gdata | 2.18.0 |
| gdtools |
| 0.2. | 18.03 | genefilter | 1.72.1 |
| geneLenDataBase | 1.20.0 |
| geneplotter | 1.62.0 |
| generics | 0.0.2 | 0.1. | 01 | GenomeInfoDb | 1.20.0 |
| GenomeInfoDbData | 1.2.1 |
| GenomicAlignments | 1.20.1 |
| GenomicFeatures | 1.36.4 |
| GenomicRanges | 1.36.1 |
| ggdendro | 0.1-20 |
| ggplot2 | 3.2.0 | 3.3. | 25 | ggpubr |
| 0.4.0 | ggrepel | 0.8.1 | 0.9.1 | ggridges | 0.5.1 |
| ggsci |
| 2.9 | ggsignif |
| 0.6.3 | gh | 1.1.0 |
| gistr | 0.4.2 | 0.9.0 | git2r | 0.27.1 |
| Glimma | 1.12.0 |
| glmnet |
| 4. | 01-2 | globals | 0.12.4 | 0.14.0 | glue | 1.4.1 | 1.5.1 | gmodels | 2.18.1 |
| GO.db | 3.4. | 2gmodels181GO.db3410 | GOplot | 1.0.2 |
| goseq | 1.36.0 |
| gower | 0.2.1 | 0.2.2 | gplots | 3.0.1.1 |
| graphics | 4.0.3 | 4.0. | 3335 | gridExtra | 2.3 | 2.3 | gsubfn | 0.7 |
| gtable | 0.3.0 | 0.3.0 | gtools | 3.8.1 |
| haven | 2.1.1 | 2.4.3 | .1 | hdf5r | 1.2.0 |
| here |
| 1.0.1 | hexbin | 1.27.3 | 1.28. | 180531 | htmlTable | 1.13.1 |
| htmltools | 0.3.6 | 0.5. | 024 | httpcode |
| 0.3.0 | httpuv | 1.5.1 | 1. | 543 | httr | 1.4.1 | 1.4.2 | hwriter | 1.3.2 |
| ica | 1.0-2 |
| ids |
| 1.0.1 | igraph | 1.2.4.1 |
| ini | 0.3.1 |
| inline | 0.3.15 |
| ipred | 0.9-9 | 0.9- | 90.71.125 | iterators | 1.0.12 | 1.0.13 | janitor | 1.2.0 |
| jquerylib |
| 0.1.4 | jsonlite | 1.6.1 | 1.7. | 11152.23-KernSmooth | 182.23-18 | 3036 | labeling | 0.3 | 0.4.2 | lambda.r | 1.2.3 |
| later | 0.8.0 | 1. | 1.1380.20-lattice410.20-41 | 45 | latticeExtra | 0.6-28 |
| lava | 1.6.6 | 1.6. | 8.110 | lazyeval | 0.2.2 | 0.2.2 | leiden | 0.3.1 |
| lifecycle |
| 1.0. | 2.01 | limma | 3.40.6 |
| listenv | 0.7.0 | 0.8.0 | lme4 | 1.1-21 | 1.1-27.1 | lmtest | 0.9-37 |
| lobstr |
| 1.1.1 | locfit | 1.5-9.1 |
| loo | 2.1.0 |
| lsei | 1.2-0 |
| lubridate | 1.7.4 | 1. | 79.20 | magick | 2.1 |
| magrittr | 1.5 | 2.0.1 | maps | 3.3.0 | 3. | 3markdownMASS | 7.3-51.5 | 7.3-53 | 53-17218Matrix | 1.3-2 | 1.2-184 | MatrixModels |
| 0.5-0 | matrixStats | 0.55.0 | 0.61.0 | memoise | 1.1.0 |
| metap | 1.1 |
| methods | 4.0.3 | 4.0. | 3281.8-33 | mgcv | 1.8-33912 | minqa | 1.2.4 | 1.2.4 | mlr | 2.15.0 |
| mnormt | 1.5-5 |
| ModelMetrics | 1.2.2 | 1.2.2.2 | modelr | 0.1.5 | 0.1.8 | multtest | 2.40.0 |
| munsell | 0.5.0 | 0.5.0 | ncdf4 | 1.16.1 |
| nlme | 3.1- | 1413.1-150 | nlme | 3.1-7.3-14nnet | 7.3-12 | 1416 | npsurv | 0.4-0 |
| numDeriv | 2016.8-1.1 | 2016.8-1.1 | openssl | 1.4.1 | 1.4. | 35 | openxlsx | 4.1.0.1 | 4.2.4 | pacman | 0.5.1 |
| parallel | 4.0.3 | 4.0 | .3.5 | parallelly |
| 1.29.0 | parallelMap | 1.4 |
| ParamHelpers | 1.12 |
| pbapply | 1.4-1 |
| pbdZMQ |
| 0.3- | 36 | pbkrtest |
| 0.5.1 | phangorn | 2.5.5 |
| phytools | 0.6-99 |
| pillar | 1.4.2 | 1.6.4 | .71.1.0 |
| pkgconfig | 2.0.2 | 2.0.3 | pkgload | 1.0.2 | 1. | 1092.10 | plotrix | 3.7-6 |
| plyr | 1.8.4 | 1.8.6 | png | 0.1-7 | 0.1-7 | polynom |
| 1.4- | 70 | praise | 1.0.0 | 1.0.0 | prettyunits | 1.0.2 | 1.1.1 | pROC |
| 1. | 162442 | prodlim | 2018.04.18 | 2019.11.13 | progress | 1.2.2 | 1.2.2 | progressr |
| 0.9.0 | promises | 1.0.1 | 1.2. | 10.1 | proto | 1.0.0 |
| proxy |
| 0.4-26 | pryr | 0.1.4 | 0.1. | 446.0 | purrr | 0.3.4 | 0.3.4 | quadprog | 1.5-7 |
| quantmod | 0.4-15 | 0.4. | 1718 | quantreg |
| 5.86 | qvalue | 2.16.0 |
| R.methodsS3 | 1.7.1 |
| R.oo | 1.23.0 |
| R.utils | 2.9.0 |
| r2d3 |
| 0.2.5 | R6 | 2.4.0 | 2.5. | 01 | randomForest | 4.6-14 | 4.6-14 | RANN | 2.6.1 |
| rappdirs | 0.3.1 | 0.3. | 112 | rcmdcheck | 1.3.3 |
| RColorBrewer | 1.1-2 | 1.1-2 | Rcpp | 1.0.4.6 | 1.0. | 57 | RcppAnnoy | 0.0.12 |
| RcppArmadillo | 0.9.600.4.0 | 0. | 960043.0 | RcppEigen | 0.3.3.5.0 | 0.3.3.9.1 | RcppParallel | 4.4.3 |
| RcppProgress | 0.4.1 |
| RCurl | 1.98-1.2 |
| Rdpack | 0.11-0 |
| readr | 1.3.1 | 2.1. | 4.01 | readxl | 1.3.1 | 1.3.1 | recipes | 0.1.6 | 0.1. | 1517 | rematch | 1.0.1 | 1.0.1 | rematch2 | 2.1.2 | 2.1.2 | remotes | 2.1.1 |
| repr |
| 1.1. | 03.01 | reshape2 | 1.4.3 | 1.4.4 | reticulate | 1.15 | 1. | 1822 | rex | 1.1.2 |
| rhdf5 | 2.28.1 |
| Rhdf5lib | 1.6.3 |
| Rhtslib | 1.18.1 |
| rio |
| 0.5.29 | rjson |
| 0.2.20 | rlang | 0.4.6 | 0.4. | 8511 | ROCR | 1.0-7 |
| ROTS | 1.12.0 |
| roxygen2 | 7 | .1.0rpart | 4-154.1-15.0 |
| rpart | 4.1-15 | 4.1-15 | RPostgreSQL | 0.6-2 |
| rprojroot | 1.3-2 | 2.0.2 | Rsamtools | 2.2.1 |
| RSpectra | 0.15-0 |
| RSQLite | 2.1.2 |
| rstan | 2.19.2 |
| rstatix |
| 0.7.0 | rstudioapi | 0.11 | 0.13 | rsvd | 1.0.2 |
| rtracklayer | 1.44.4 |
| Rtsne | 0.15 |
| rversions | 2.0.1 |
| rvest | 0.3.4 | 1.0. | 3.62 | S4Vectors | 0.26.1 |
| sass |
| 0.4.0 | scales | 1.0.0 | 1.1.1 | scatterplot3d | 0.3-41 |
| sctransform | 0.2.0 |
| SDMTools | 1.1-221.1 |
| selectr | 0.4-1 | 0.4-2 | sessioninfo | 1.1.1 |
| Seurat | 3.1.0 |
| shape |
| 1.4. | 5501 | sitmo | 2.0.1 |
| sm | 2.2-5.6 |
| snakecase | 0.11.0 |
| snow | 0.4-3 |
| sourcetools | 0.1.7 | 0.1.7 | sp |
| 1.4-6 | sparklyr |
| 1.7.3 | SparseM |
| 1.81 | spatial |
| 7.3- | 1235 | splitstackshape | 1.4.8 |
| sqldf | 0.4-11 |
| SQUAREM | 2017.10-1 | 202051 | StanHeaders | 2.18.1-10 |
| statmod | 1.4.32 | 1.4. | 3233536 | stringr | 1.4.0 | 1.4.0 | SummarizedExperiment | 1.18.2 |
| survival | 3. | 1127survival3.2-73.2-7 | 2.0.0 | sys | 3.2 | 3.4 | systemfonts |
| 1.0.3 | tcltk | 4.0.3 | 4.0. | 300042001 | timeDate | 3043.102 | 3043.102 | tinytex | 0.15 | 0. | 2735 | triebeard |
| 0.3.0 | tsne | 0.1-3 |
| TTR | 0.23-4 | 0.24.2 | tximport | 1.12.3 |
tximportData | 1.18 |
| tximportData | 1.18.0 |
| tzdb |
| 0.2.0 | urltools |
| 1.7.3 | usethis | 1.6.1 |
| utf8 | 1.1.4 | 1. | 143.1458 | vioplot | 0.3.2 |
| viridis | 0.5.1 |
| viridisLite | 0.3.0 | 0. | 3231 | webshot |
| 0.5.2 | whisker | 0.3-2 |
0.4 | .01928 | XML | 3.98-1.20 |
| xml2 | 1.3.2 | 1.3. | 23 | xopen | 1.0.0 |
| xtable | 1.8-4 | 1.8-4 | xts | 0.11-2 | 0.12.1 | XVector | 0.24.0 |
| yaml | 2.2.0 | 2.2.1 | zeallot | 0.1.0 | 0.1.0 |
| zip | 2.0.3 | 2.2.0 | zlibbioc | 1.30.0 |
| zoo | 1.8-6 | 1.8- | 8
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A comprehensive list of packages is available in the RStudio singularity images. Click here to view the list and instructions for using them outside RStudio.
How to install R packages?
A variety of R packages are installed however it is recommended that users install packages (newer and updated versions) in their own home directory.
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