ceuadmin

The CEU software repository is here, /usr/local/Cluster-Apps/ceuadmin/ (CEUADMIN).

ceuadmin

Some source packages are kept at /rds/project/rds-4o5vpvAowP0/software (~/rds/software if defined).

Entries

The current list is as follows,

  [1] "ABCtoolbox"             "akt"                    "allegro"                "alpine"
  [5] "alsa-lib"               "Anaconda2"              "Anaconda3"              "angsd"
  [9] "annovar"                "AnythingLLMDesktop"     "apidog"                 "aria2"
 [13] "augeas"                 "autoconf"               "automake"               "awscli"
 [17] "axel"                   "bash-language-server"   "bazel"                  "bcftools"
 [21] "Beagle"                 "bedops"                 "bedtools2"              "bgen"
 [25] "binutils"               "biobank"                "BitNet"                 "blat"
 [29] "boltlmm"                "boost"                  "brotli"                 "busybox"
 [33] "BWA"                    "C2S-Scale"              "caddy"                  "CaVEMaN"
 [37] "CAVIAR"                 "CAVIARBF"               "cbindgen"               "ccal"
 [41] "ccphylo"                "chrome"                 "chromium"               "circos"
 [45] "citeproc"               "clang"                  "claude-code"            "cli"
 [49] "clues2"                 "cmake"                  "cmocka"                 "codex-cli"
 [53] "comet"                  "copilot-cli"            "cppunit"                "crossmap"
 [57] "crux"                   "cryptopp"               "cryptsetup"             "curl"
 [61] "Cytoscape"              "delphi"                 "deno"                   "DEPICT"
 [65] "device-mapper"          "diann"                  "DjVuLibre"              "docbook2X"
 [69] "docker"                 "DosageConverter"        "dotnet"                 "DrugAssist"
 [73] "dump_syms"              "Eagle"                  "edge"                   "edit"
 [77] "edlib"                  "enchant"                "ensembl-vep"            "exiv2"
 [81] "exomeplus"              "expat"                  "FastQTL"                "fcGENE"
 [85] "ffmpeg"                 "fgwas"                  "findlib"                "finemap"
 [89] "firefox"                "FlashLFQ"               "flashpca"               "fly"
 [93] "fNUMT"                  "fossil"                 "fpc"                    "FragPipe"
 [97] "fraposa_pgsc"           "freesurfer"             "fresh"                  "fribidi"
[101] "fsc2"                   "GARFIELD"               "gatk"                   "gcc"
[105] "gcc-toolset"            "gcloud"                 "gcta"                   "gdal"
[109] "gdc"                    "geany"                  "GEM"                    "gemini-cli"
[113] "GEMMA"                  "GENIE"                  "Genotype-Harmonizer"    "geos"
[117] "gettext"                "gh"                     "ghc"                    "ghostscript"
[121] "git"                    "git-extras"             "GitKraken"              "git-lfs"
[125] "glib"                   "glibc"                  "globusconnectpersonal"  "glpk"
[129] "gmp"                    "gnutls"                 "go"                     "googletest"
[133] "graphene"               "GraphicsMagick"         "GreenAlgorithms4HPC"    "gsl"
[137] "gsutil"                 "gtk+"                   "gtksourceview"          "gtool"
[141] "haplogrep"              "hap.py"                 "hapstat"                "hermes-agent"
[145] "hivex"                  "hpg"                    "htslib"                 "hunspell"
[149] "icu"                    "ImageJ"                 "ImageMagick"            "impute"
[153] "impute5"                "inetutils"              "inkscape"               "InstaNovo"
[157] "IonQuant"               "JabRef"                 "JAGS"                   "jasper"
[161] "jbig2enc"               "jq"                     "json-c"                 "KentUtils"
[165] "KING"                   "kojak"                  "krb5"                   "lapack"
[169] "ldc2"                   "ldsc"                   "LDstore"                "LEMMA"
[173] "leptonica"              "lib64"                  "libarchive"             "libarrow"
[177] "libcares"               "libgcrypt"              "libgeotiff"             "libgit2"
[181] "libglvnd"               "libiconv"               "libidn2"                "libjpeg-turbo"
[185] "libntlm"                "libpng"                 "libseccomp"             "libsodium"
[189] "libssh"                 "libssh2"                "libuv"                  "libvips"
[193] "libxml2"                "libxslt"                "linux"                  "llama.cpp"
[197] "llm"                    "locuszoom"              "LVM2"                   "MAGENTA"
[201] "magma"                  "Mango"                  "marksman"               "MaxQuant"
[205] "Mega2"                  "metal"                  "MetaMorpheus"           "micromamba"
[209] "Miniconda3"             "miniforge3"             "mitoscape"              "mity"
[213] "MONSTER"                "MORGAN"                 "MR-MEGA"                "msamanda"
[217] "MsCAVIAR"               "MSFragger"              "MS-GF+"                 "msms"
[221] "MToolBox"               "MUMmer"                 "nano"                   "nasm"
[225] "ncbi-vdb"               "ncurses"                "netbeans"               "nettle"
[229] "nextflow"               "nginx"                  "NLopt"                  "node"
[233] "nspr"                   "ntlm"                   "NUMTFinder"             "ocaml"
[237] "ollama"                 "oniguruma"              "opam"                   "OpenClaw"
[241] "openjdk"                "OpenMS"                 "openssh"                "openssl"
[245] "osca"                   "p7zip-zstd"             "PAINTOR"                "pandoc"
[249] "pandoc-citeproc"        "pango"                  "parallel"               "Pascal"
[253] "patchelf"               "pcre2"                  "pdf2djvu"               "pdfjam"
[257] "peer"                   "Perseus"                "pgsc_calc"              "PGS-CSx"
[261] "phenoscanner"           "PhySO"                  "Pi"                     "picard"
[265] "pigz"                   "pkg-config"             "plink"                  "plink-bgi"
[269] "plinkseq"               "pngquant"               "podman"                 "PoGo"
[273] "polyphen"               "poppler"                "popt"                   "postman"
[277] "proj"                   "PRSice"                 "pspp"                   "pulsar"
[281] "PWCoCo"                 "pwiz"                   "python"                 "qctool"
[285] "qemu"                   "qpdf"                   "qt"                     "qtcreator"
[289] "QTLtools"               "quarto"                 "quicktest"              "R"
[293] "raremetal"              "rclone"                 "readline"               "regenie"
[297] "regtools"               "relate"                 "RHHsoftware"            "RSEM"
[301] "rst2pdf"                "rstudio"                "rtg-tools"              "rtmpdump"
[305] "ruby"                   "rust"                   "sage"                   "samtools"
[309] "Scala"                  "scGPT"                  "scl-utils"              "selscan"
[313] "seqkit"                 "SEQPower"               "shapeit"                "shapeit5"
[317] "shellcheck"             "simNGS"                 "singularity"            "SMR"
[321] "snakemake"              "sniffles"               "SNP2HLA"                "snptest"
[325] "spread-sheet-widget"    "spyder"                 "sqlite"                 "sra-tools"
[329] "sshpass"                "ssw"                    "STAR"                   "stata"
[333] "SurvivalAnalysis"       "SurvivalKit"            "SuSiEx"                 "SVanalyzer"
[337] "Swift"                  "SYMPHONY"               "Synapse"                "tabix"
[341] "tandem"                 "tatami"                 "tesseract"              "texinfo"
[345] "ThermoRawFileParser"    "ThermoRawFileParserGUI" "thunderbird"            "tidy"
[349] "tiff"                   "trinculo"               "trousers"               "truvari"
[353] "Typora"                 "unbound"                "uv"                     "vala"
[357] "VarScan"                "vcftools"               "vdo"                    "VEGAS2"
[361] "verifyBamID"            "VirtualBox"             "VSCode"                 "VSCodium"
[365] "vte"                    "wasi-sdk"               "Windsurf"               "wine"
[369] "wrk"                    "xpdf"                   "yaml-cpp"               "Zettlr"
[373] "Zotero"                 "zstd"

These are wrapped up as :star::star::star: modules :star::star::star:.

The original list prior to mid-November 2022 is given below1.

Usage

We illustrate with pspp. A brief description of a module is available with

module help ceuadmin/pspp

and the module is loaded and graphical user interface (GUI)2 started with

module load ceuadmin/pspp
psppire

for version 2.0.1. Once the job is done, one can restore the previous environment with

module unload ceuadmin/pspp

Note that module add/rm is equivalent to module load/unload.

Some modules are based on compiled Java (.jar) which can be called directly but it is handy to use preset environment variables, e.g.,

module load ceuadmin/picard
java -jar ${PICARD_HOME}/picard.jar --help

A full list of module subcommands is available with module help as detailed here for 3.2.9 – cclake uses version 3.2.10 (2012-12-21) while icelake uses 4.5.2 (2020-07-30). In particular, module whatis ceuadmin/ensembl-vep indicates usage regarding build37/build38 setup for the loftee plugin used in loss of function (LoF) annotation.

CEU users

CEU users will be able to use ANNOVAR, ensembl-vep, OpenMS (ceuadmin/OpenMS/3.4.0 now available for CSD3 users), phenoscanner (MySQL server yet to resolve), polyphen, KentUtils/MAGMA/Pascal/VEGASV2/fgwas/locuszoom linking internal projects/personal space (additional requests need to be made).

R

A large collection of R packages (1,811 as of 14/4/2026, esp. with availability of major machine learning packages) is linked with the latest R distribution, 4.5.3; there are also packages (CRAN: DescTools, Rfast, Rfast2, SKAT, rcompanion, rms – which requires stringi herein, riskRegression – which requires rms; Bioconductor: BiocSingular, DropletUtils, DSS, beachmat, bsseq, scater, scuttle, xcms, xgboost) under 4.5.3-gcc11. Earlier versions such as sf, terra, riskRegression, rms, scater, scuttle, SKAT were removed when they appear for 4.5.3-gcc11. For Rserve 1.8-15, openssl/3.3.0-dev appears working. It is possible to use packages built under gcc11, e.g., rms as in

module load ceuadmin/R
module load gcc/11.3.0/gcc/4zpip55j
R CMD build --compact-vignettes=both --md5 --resave-data --log gaawr2

Lately, 4.5.3-gcc12 is also created based on ceuadmin/gcc/12.1.0 and ceuadmin/gcc-toolset/12.

Additionally,

  • xcms also requires ncdf4 and associate module, e.g., module load netcdf-c/4.8.1/gcc/intel-oneapi-mpi/2765z52t.
  • with recent work on gdal/3.0.4, sf 1.0-21 has been compiled enabling raster 3.6-32, stars 0.6-8, terra 1.8-50 (not 1.8-54 but it appears working with module gdal/3.7.0-icl), maptiles 0.10.0 / tmap 4.1. Moreover, rgdal has been replaced with sf and withdrawn from CRAN according to information there.
  • arrow/22.0.0.1 is available for gcc/8.5 but not arrow/23.0.0 (C++20 compiler OK with gcc/12.1.0 but GLIBC2.28 under CentOS 8 is too old); see https://arrow.apache.org/docs/r/articles/install.html.

It is easy to point to them, e.g.,

export HPC_WORK=/rds/user/$USER/hpc-work/
export RDS=/rds/project/jmmh2/rds-jmmh2-public_databases/software
export R_LIBS=${RDS}/R:${RDS}/R-gcc11

or possible to have your own installations based on these, e.g., through creation of a modified Makefile with altered prefix followed by make install -f <modified Makefile>.

The following script tests for loading of dplyr:

export RDS=/rds/project/jmmh2/rds-jmmh2-public_databases/software
export PATH=${PATH}
export R_LIBS=${RDS}:${RDS}/R
Rscript -e 'suppressMessages(library(dplyr));cat("OK!\n")'

It appears clumsy to do these every time, so an attempt is made to have them in a module, namely

module load ceuadmin/R/latest
which R
echo $R_LIBS
Rscript -e 'suppressMessages(library(dplyr));cat("OK!\n")'

Inside R, one can check paths with .libPaths(). It is also handy to re-install the small number of packages in R-gcc11 with install.packages(dir()) at its folder but BiocManager::install(c("beachmat", "BiocSingular", "DropletUtils", "scater", "scuttle")).

A final note regarding UBSAN-Clang like setup for R CMD check --as-cran, in the case of gap_1.15.tar.gz it is noted here: https://github.com/jinghuazhao/R/tree/master/docs.

Python

There are many sources,

  1. miniconda37/. Collections for Miniconda3 which is appropriate for a variety of software including its distribution of R.
  2. py2.7/. Collections for Python 2.7.
  3. py38/. Collections for Python 3.8.
  4. py3.11/. Collections for Python 3.11.

One can use source command to load/install packages, e.g., source ${RDS}/py38/bin/activate. A list of modules can be checked with

conda list
pip list

for Minicoda and Python, respectively.

Note that finally VIRTUAL_ENV is used to replace PYTHONPATH in earlier modules.

Non-CEU users

Most software are available for all CSD3 users, only limited by software with excessive size / reference data – which ideally will be available from /rds/project/jmmh2/software but now /rds/project/jmmh2/rds-jmmh2-public_databases/software as a trade-off. These can largely be seen as sources which are used to build the reoository given above.

Please drop an email to jhz22@medschl.cam.ac.uk for access.

Module creation

The following example shows how to set up a module,

#!/bin/bash

mkdir tmp-xz
cd tmp-xz
wget http://tukaani.org/xz/xz-5.2.2.tar.gz
tar zxvf xz-5.2.2.tar.gz
cd xz-5.2.2
mkdir -p /usr/local/Cluster-Apps/xz/5.2.2
export PREFIX=/usr/local/Cluster-Apps/xz/5.2.2
./configure --prefix=$PREFIX
make
make check
sg swinst 'make install'

cat << 'EOL' > /usr/local/Cluster-Config/modulefiles/xz/5.2.2
#%Module -*- tcl -*-
##
## modulefile
##
proc ModulesHelp { } {

  puts stderr "\tXZ Utils is free general-purpose data compression software with a high compression ratio.\n"
  puts stderr "\tInstalled under: /usr/local/Cluster-Apps/xz/5.2.2
     Hompage:http://tukaani.org/xz/"

}

module-whatis "xz free general-purpose data compression"

conflict xz
set               root                  /usr/local/Cluster-Apps/xz/5.2.2
prepend-path      PATH                  $root/bin
prepend-path      MANPATH               $root/man
prepend-path      LD_LIBRARY_PATH       $root/lib
prepend-path      LIBRARY_PATH          $root/lib
prepend-path      FPATH                 $root/include
prepend-path      CPATH                 $root/include
prepend-path      INCLUDE               $root/include
setenv            XZ_HOME               $root
EOL

The module is made visible through environment variable MODULEPATH. Note that there will be permission issue for a user, however, to make changes to /usr/local/Cluster-Apps.

The module files are defined at /usr/local/Cluster-Config/modulefiles/ceuadmin. Most software stay with gcc/6 due to many dependencies of built modules; when required it can be enabled with module load gcc/6; however packages could also require libgfortran.so.5 as in gcc/9 – as a compromise one can amend .bashrc to include lines such as export LD_LIBRARY_PATH=/usr/local/software/master/gcc/9/lib64:$LD_LIBRARY_PATH.

Footnotes

Further information is avaiiable from /usr/local/Cluster-Apps/ceuadmin/doc/ceuadmin.md, ceuadmin.html.

More detailed diagrams on recently added genetics/proteomics and generic software are as follows,

Genetics Generic

noting that the importance of software is purely random according to \(Poisson(N,\lambda)\) where \(N\) is the number of entries, \(\lambda=3\).

  1. The original list was a mixture of modules and directories as follows,

    bgenix/               impute_v2.3.2_x86_64_static/  plink/                        R/                 Raremetal_linux_executables/        snptest_new/
biobank/              interval/                     plink_1.90_beta/              raremetal_4.13/    Raremetal_linux_executables.tgz     source/
boltlmm/              JAGS/                         plink_bgi_Dev/                raremetal_4.13.3/  raremetal.log                       stata/
boltlmm_2.2/          LDstore/                      plink-bgi_linux_x86_64_may/   raremetal_4.13.4/  regenie/                            tabix/
crossmap/             locuszoom/                    plink_linux_x86_64_beta2a/    raremetal_4.13.5/  samtools-1.10.tar.bz2               temp/
exomeplus/            magma/                        plink_linux_x86_64_beta3.32/  raremetal_4.13.7/  samtools_1.2/                       vcftools/
gcta/                 MAGMA_Celltyping/             plinkseq-0.08-x86_64/         raremetal_4.13.8/  shapeit.v2.r790.RHELS_5.4.dynamic/  vcftools_ps629/
gtool_v0.7.5_x86_64/  metabolomics/                 plinkseq-0.10/                raremetal_4.14.0/  snptest/
hpg/                  metal/                        pspp/                         raremetal_4.14.1/  snptest_2.5.2/
htslib/               metal_updated/                qctool_v1.4-linux-x86_64/     raremetal_BPGen/   snptest_2.5.4_beta3/

    A grep of recent add-ons in the Genetics/Proteomics category is as follows,

    Date Add.ons Category
    2022-10-22 snptest/2.5.6 Genetics
    "" qctool/2.0.8 Genetics
    "" gcta/1.94.1 Genetics
    "" KING/2.1.6 Genetics
    "" LDstore/2.0 Genetics
    "" shapeit/3 Genetics
    "" vcftools/0.1.16 Genetics
    "" finemap/1.4 Genetics
    2022-10-23 quicktest/1.1 Genetics
    "" samtools/1.11 Genetics
    "" bcftools/1.12 Genetics
    "" MORGAN/3.4 Genetics
    "" METAL/2020-05-05r Genetics
    "" regenie/3.2.1 Genetics
    "" GEMMA/0.98.5 Genetics
    "" htslib/1.12 Genetics
    "" fcGENE/1.0.7 Genetics
    "" SMR/1.0.3 Genetics
    "" FastQTL/2.165 Genetics
    2022-10-26 circos/0.69-9 Genetics
    "" bgen/1.1.7 Genetics
    "" DosageConverter/1.0.0 Genetics
    "" QTLtools/1.3.1-25 Genetics
    "" blat/37x1 Genetics
    "" bedtools2/2.29.2 Genetics
    "" bedops/2.4.41 Genetics
    2022-11-03 Beagle/3.0.4 Genetics
    2022-11-08 CrossMap/0.6.4 Genetics
    "" SurvivalKit/6.12 Genetics
    "" PRSice/2.3.3 Genetics
    2022-11-09 qctool/2.2.0 Genetics
    2022-11-10 CaVEMaN/1.01-c1815a0 Genetics
    "" akt/0.3.3 Genetics
    "" MsCAVIAR/0.6.4 Genetics
    "" CAVIAR/2.2 Genetics
    "" MONSTER/1.3 Genetics
    "" osca/0.46 Genetics
    "" LEMMA/1.0.4 Genetics
    "" CAVIARBF/0.2.1 Genetics
    2022-11-11 PAINTOR/3.0 Genetics
    2022-11-14 MR-MEGA/0.2 Genetics
    2022-11-16 SNP2HLA/1.0.3 Genetics
    "" STAR/2.7.10b Genetics
    "" Mega2/6.0.0 Genetics
    2022-11-19 ensembl-vep/104 Genetics*
    "" OpenMS/3.0.0 Genetics*
    "" polyphen/2.2.2 Genetics*
    "" ANNOVAR/24Oct2019 Genetics*
    "" MAGENTA/vs2_July2011 Genetics*
    "" GARFIELD/v2 Genetics*
    "" KentUtils/2022-11-14 Genetics*
    2022-11-20 Genotype-Harmonizer/1.4.25 Genetics
    2022-11-21 locuszoom/1.4 Genetics*
    "" DEPICT/v1_rel194 Genetics*
    "" MAGMA/1.10 Genetics*
    "" Pascal/v_debut Genetics*
    "" VEGAS2/2.01.17 Genetics*
    "" fgwas/0.3.6 Genetics*
    2022-12-04 phenoscanner/v2 Genetics*
    2022-12-07 SurvivalAnalysis/2016-05-09 Genetics
    2023-01-03 Eagle/2.4.1 Genetics
    2023-01-05 GEM/1.4.5 Genetics
    2023-02-01 GENEHUNTER/2.1_r6 Genetics
    2023-03-14 regenie/3.2.5 Genetics
    2023-03-24 PoGo/1.0.0 Genetics
    2023-03-31 PWCoCo/2023-03-31 Genetics
    2023-04-02 regenie/3.2.5.3 Genetics
    2023-04-04 PWCoCo/1.0 Genetics
    2023-06-02 regenie/3.2.7 Genetics
    2023-06-06 allegro/2.0f Genetics
    2023-06-19 plink-ng/2.00a3.3 Genetics
    2023-06-26 RHHsoftware/0.1 Genetics
    2023-07-28 PWCoCo/1.1 Genetics
    2023-08-02 regenie/3.2.9 Genetics
    2023-08-06 finemap/1.4.2 Genetics
    2023-09-27 ncbi-vdb/3.0.8 Genetics
    "" sra-tools/3.0.8 Genetics
    "" gatk/4.4.0.0 Genetics
    2023-11-24 ldsc/1.0.1 Genetics
    2023-11-30 gdc/1.6.1-1.0.0 Genetics
    2023-12-20 verifyBamID/1.1.3 Genetics
    2023-12-21 verifyBamID/2.0.1 Genetics
    2023-12-27 regtools/1.0.0 Genetics
    "" VarScan/2.4.6 Genetics
    2024-01-08 picard/3.1.1 Genetics
    "" plink/2.0_20240105 Genetics
    2024-01-19 htslib/1.19 Genetics
    2024-01-24 fraposa_pgsc/0.1.0 Genetics
    "" pgsc_calc/2.0.0-alpha.4 Genetics
    2024-04-22 peer/1.3 Genetics
    2024-06-04 pwiz/3_0_24156_80747de Proteomics
    2024-06-09 crux/4.2 Proteomics
    "" DIA-NN/1.8.1 Proteomics
    2024-06-11 crux/4.1 Proteomics
    "" pwiz/3_0_24163_9bfa69a-wine Proteomics
    2024-06-11 seqkit/2.8.2 Proteomics
    "" FlashLFQ/1.2.6 Proteomics
    "" MetaMorpheus/1.0.5 Proteomics
    2024-06-25 msms/3.2rc-b163 Genetics
    2024-07-13 msamanda/3.0.21.532 Proteomics
    2024-07-31 tandem/2017.2.1.4 Proteomics
    2024-08-11 comet/2024.01.1 Proteomics
    "" kojak/2.1.0 Proteomics
    "" kojak/1.5.5 Proteomics
    "" kojak/2.0.0a22 Proteomics
    2024-08-12 MS-GF+/2024.03.26 Proteomics
    2024-08-14 ThermoRawFileParser/1.4.4 Proteomics
    "" ThermoRawFileParserGUI/1.7.4 Proteomics
    "" FragPipe/22.0 Proteomics
    2024-08-15 MSFragger/4.1 Proteomics
    "" IonQuant/1.10.27 Proteomics
    2024-08-20 htslib/1.20 Genetics
    "" bcftools/1.20 Genetics
    "" samtools/1.20 Genetics
    2024-08-23 qpdf/11.9.1 Generic
    2024-09-01 MaxQuant/2.6.4.0 Proteomics
    "" Perseus/2.1.2.0 Proteomics
    2024-10-13 sage/0.14.7 Proteomics
    2025-03-18 OpenMS/3.4.0 Proteomics
    2025-03-22 diann/2.0.2 Proteomics
    2025-04-04 InstaNovo/1.1.1 Proteomics
    2025-04-05 InstaNovo/1.1.1-GPU Proteomics
    2025-04-07 scGPT/0.2.4 Single cell
    "" scanpy/1.11.1 Single cell
    2025-04-16 diann/2.1.0 Proteomics
    2025-04-23 gcta/1.94.4 Genetics
    2025-05-03 GENIE/1.1.1 Genetics
    2025-05-06 SuSiEx/1.1.2 Genetics
    2025-05-09 PGS-CSx/1.1.0 Genetics
    2025-05-14 RSEM/1.3.3 Genetics
    2025-05-15 BWA/0.7.19 Genetics
    2025-07-14 edlib/1.2.7 Genetics
    "" MUMmer/4.0.1 Genetics
    2025-07-15 SVanalyzer/0.36 Genetics
    2025-07-16 sniffles/2.2 Genetics
    "" SEQPower/1.1.0 Genetics
    2025-07-18 truvari/5.3.0 Genetics
    2025-07-19 hap.py/0.3.15 Genetics
    "" rtg-tools/3.13 Genetics
    2025-08-05 qctool/2.2.5 Genetics
    "" MToolBox/1.2.1 Genetics
    2025-08-10 haplogrep/2.4.0 Genetics
    "" haplogrep/3.2.2 Genetics
    2025-08-11 flashpca/2.0 Genetics
    2025-08-13 fNUMT/1.1 Genetics
    "" NUMTFinder/0.5.5 Genetics
    "" simNGS/1.7 Genetics
    2025-08-18 impute5/1.2.0 Genetics
    "" shapeit5/5.1.1 Genetics
    2025-09-01 selscan/2.1 Genetics
    "" angsd/0.940 Genetics
    2025-09-03 hapstat/3.0 Genetics
    2025-09-04 relate/1.2.3 Genetics
    "" clues2/github Genetics
    2025-09-05 fsc2/2.8.0 Genetics
    2025-09-09 mitoscape/1.0 Genetics
    2025-09-11 mity/2.0.1 Genetics
    2025-10-23 ccphylo/0.8.5 Genetics
    2026-04-01 gcta/1.95.1 Genetics

    * CEU or approved users only – when not indicated can be found out from the folder associated with a module. ↩

  2. GUI

    As GUI-based programs claim more computing resources, it is recommended that they are only used occasionally, e.g., calling back GitHub sessions. ↩