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Runtime Environments

R

  • Version: 4.4.0 and 4.3.0
  • Additional R packages (to be listed):
    • BiocManager == 1.30.27
    • CCprofiler == 0.99.1
    • clusterProfiler == 4.12.6
    • cowplot == 1.2.0
    • data.table == 1.17.8
    • DESeq2 == 1.44.0
    • devtools == 2.4.6
    • dplyr == 1.1.4
    • fgsea == 1.30.0
    • ggplot2 == 4.0.0
    • ggraphy == 2.2.2
    • ggrepel == 0.9.6
    • ggVennDiagram == 1.5.4
    • GP.db == 3.19.1
    • RColorBrewer == 1.1-3
    • rstudioapi == 0.17.1
    • jsonlite == 2.0.0
    • MultiAssayExperiment == 1.30.3
    • magrittr == 2.0.4
    • farver == 2.1.2
    • MALDIquant == 1.22.3
    • rmarkdown == 2.30
    • zlibbioc == 1.50.0
    • vctrs == 0.6.5
    • base64enc == 0.1-3
    • htmltools == 0.5.8.1
    • S4Arrays == 1.4.1
    • progress == 1.2.3
    • curl == 7.0.0
    • SparseArray == 1.4.8
    • Formula == 1.2-5
    • mzID == 1.42.0
    • TTR == 0.24.4
    • pracma == 2.4.6
    • htmlwidgets == 1.6.4
    • naivebayes == 1.0.0
    • plyr == 1.8.9
    • impute == 1.78.0
    • zoo == 1.8-14
    • igraph == 2.2.1
    • lifecycle == 1.0.4
    • iterators == 1.0.14
    • pkgconfig == 2.0.3
    • Matrix == 1.7-0
    • R6 == 2.6.1
    • fastmap == 1.2.0
    • GenomeInfoDbData == 1.2.12
    • rbibutils == 2.4
    • MatrixGenerics == 1.16.0
    • clue == 0.3-66
    • digest == 0.6.39
    • pcaMethods == 1.96.0
    • colorspace == 2.1-2
    • S4Vectors == 0.42.1
    • Hmisc == 5.2-4
    • GenomicRanges == 1.56.2
    • httr == 1.4.7
    • abind == 1.4-8
    • compiler == 4.4.0
    • withr == 3.0.2
    • doParallel == 1.0.17
    • speedglm == 0.3-5
    • htmlTable == 2.4.3
    • S7 == 0.2.0
    • backports == 1.5.0
    • tseries == 0.10-58
    • BiocParallel == 1.36.0
    • DBI == 1.2.3
    • biglm == 0.9-3
    • R.utils == 2.13.0
    • LiblineaR == 2.10-24
    • MASS == 7.3-60.2
    • DelayedArray == 0.30.1
    • mzR == 2.38.0
    • tools == 4.4.0
    • PSMatch == 1.8.0
    • foreign == 0.8-86
    • lmtest == 0.9-40
    • ranger == 0.17.0
    • quantmod == 0.4.28
    • nnet == 7.3-19
    • R.oo == 1.27.1
    • glue == 1.8.0
    • quadprog == 1.5-8
    • nlme == 3.1-164
    • QFeatures == 1.14.2
    • grid == 4.4.0
    • checkmate == 2.3.3
    • cluster == 2.1.6
    • reshape2 == 1.4.4
    • snow == 0.4-4
    • generics == 0.1.4
    • gtable == 0.3.6
    • R.methodsS3 == 1.8.2
    • preprocessCore == 1.66.0
    • tidyr == 1.3.1
    • hms == 1.1.4
    • XVector == 0.44.0
    • BiocGenerics == 0.54.1
    • foreach == 1.5.2
    • pillar == 1.11.1
    • stringr == 1.6.0
    • limma == 3.60.6
    • splines == 4.4.0
    • robustbase == 0.99-6
    • lattice == 0.22-6
    • gmp == 0.7-5
    • tidyselect == 1.2.1
    • knitr == 1.50
    • gridExtra == 2.3
    • urca == 1.3-4
    • IRanges == 2.38.1
    • ProtGenerics == 1.36.0
    • SummarizedExperiment == 1.34.0
    • forecast == 8.24.0
    • stats4 == 4.4.0
    • xfun == 0.54
    • Biobase == 2.64.0
    • statmod == 1.5.1
    • MSnbase == 2.30.1
    • timeDate == 4051.111
    • matrixStats == 1.5.0
    • DEoptimR == 1.1-4
    • pheatmap == 1.0.13
    • stringi == 1.8.7
    • UCSC.utils == 1.0.0
    • lazyeval == 0.2.2
    • evaluate == 1.0.5
    • codetools == 0.2-20
    • tester == 0.3.0
    • qvalue == 2.36.0
    • MsCoreUtils == 1.16.1
    • tibble == 3.3.0
    • BiocManager == 1.30.27
    • cli == 3.6.2
    • affyio == 1.74.0
    • rpart == 4.1.23
    • Rdpack == 2.6.4
    • Rcpp == 1.1.0
    • GenomeInfoDb == 1.40.1
    • doSNOW == 1.0.20
    • XML == 3.99-0.20
    • parallel == 4.4.0
    • fracdiff == 1.5-3
    • prettyunits == 1.2.0
    • AnnotationFilter == 1.28.0
    • Rmpfr == 1.1-2
    • scales == 1.4.0
    • xts == 0.14.1
    • affy == 1.82.0
    • ncdf4 == 1.24
    • purrr == 1.1.0
    • crayon == 1.5.3
    • rlang == 1.1.3
    • vsn == 3.72.0
    • PrInCE == 1.20.0

Python

  • Version: 3.8.3 and 3.9.21
  • Additional Python packages (to be listed):
    • alabaster == 0.7.12
    • anaconda-client == 1.11.0
    • anaconda-navigator == 2.3.1
    • anaconda-project == 0.11.1
    • anyio == 3.5.0
    • appdirs == 1.4.4
    • argon2-cffi == 21.3.0
    • argon2-cffi-bindings == 21.2.0
    • arrow == 1.2.2
    • astroid == 2.11.7
    • astropy == 5.1
    • atomicwrites == 1.4.0
    • attrs == 21.4.0
    • Automat == 20.2.0
    • autopep8 == 1.6.0
    • Babel == 2.9.1
    • backcall == 0.2.0
    • backports.functools-lru-cache == 1.6.4
    • backports.tempfile == 1.0
    • backports.weakref == 1.0.post1
    • bcrypt == 3.2.0
    • beautifulsoup4 == 4.11.1
    • binaryornot == 0.4.4
    • biopython == 1.79
    • bitarray == 2.5.1
    • bkcharts == 0.2
    • black == 22.6.0
    • bleach == 4.1.0
    • bokeh == 2.4.3
    • boto3 == 1.24.28
    • botocore == 1.27.28
    • Bottleneck == 1.3.5
    • brotlipy == 0.7.0
    • certifi == 2022.9.14
    • cffi == 1.15.1
    • chardet == 4.0.0
    • charset-normalizer == 2.0.4
    • click == 8.0.4
    • cloudpickle == 2.0.0
    • clyent == 1.2.2
    • colorama == 0.4.5
    • colorcet == 3.0.0
    • comtypes == 1.1.10
    • conda == 22.9.0
    • conda-build == 3.22.0
    • conda-content-trust == 0.1.3
    • conda-pack == 0.6.0
    • conda-package-handling == 1.9.0
    • conda-repo-cli == 1.0.20
    • conda-token == 0.4.0
    • conda-verify == 3.4.2
    • constantly == 15.1.0
    • cookiecutter == 1.7.3
    • cramjam == 2.10.0
    • cryptography == 37.0.1
    • cssselect == 1.1.0
    • cycler == 0.11.0
    • Cython == 0.29.32
    • cytoolz == 0.11.0
    • daal4py == 2021.6.0
    • dask == 2022.7.0
    • datashader == 0.14.1
    • datashape == 0.5.4
    • debugpy == 1.5.1
    • decorator == 5.1.1
    • defusedxml == 0.7.1
    • diff-match-patch == 20200713
    • dill == 0.3.4
    • distributed == 2022.7.0
    • docutils == 0.18.1
    • easypqp == 0.1.42
    • entrypoints == 0.4
    • et-xmlfile == 1.1.0
    • fastjsonschema == 2.16.2
    • filelock == 3.6.0
    • flake8 == 4.0.1
    • Flask == 1.1.2
    • fonttools == 4.25.0
    • fsspec == 2022.7.1
    • future == 0.18.2
    • gensim == 4.1.2
    • glob2 == 0.7
    • greenlet == 1.1.1
    • h5py == 3.7.0
    • HeapDict == 1.0.1
    • holoviews == 1.15.0
    • hvplot == 0.8.0
    • hyperlink == 21.0.0
    • idna == 3.3
    • imagecodecs == 2021.8.26
    • imageio == 2.19.3
    • imagesize == 1.4.1
    • importlib-metadata == 4.11.3
    • incremental == 21.3.0
    • inflection == 0.5.1
    • iniconfig == 1.1.1
    • install == 1.3.5
    • intake == 0.6.5
    • intervaltree == 3.1.0
    • ipykernel == 6.15.2
    • ipython == 7.31.1
    • ipython-genutils == 0.2.0
    • ipywidgets == 7.6.5
    • isort == 5.9.3
    • itemadapter == 0.3.0
    • itemloaders == 1.0.4
    • itsdangerous == 2.0.1
    • jdcal == 1.4.1
    • jedi == 0.18.1
    • jellyfish == 0.9.0
    • Jinja2 == 2.11.3
    • jinja2-time == 0.2.0
    • jmespath == 0.10.0
    • joblib == 1.1.0
    • json5 == 0.9.6
    • jsonschema == 4.16.0
    • jupyter == 1.0.0
    • jupyter_client == 7.3.4
    • jupyter-console == 6.4.3
    • jupyter_core == 4.11.1
    • jupyter-server == 1.18.1
    • jupyterlab == 3.4.4
    • jupyterlab-pygments == 0.1.2
    • jupyterlab-server == 2.10.3
    • jupyterlab-widgets == 1.0.0
    • keyring == 23.4.0
    • kiwisolver == 1.4.2
    • lazy-object-proxy == 1.6.0
    • libarchive-c == 2.9
    • llvmlite == 0.38.0
    • locket == 1.0.0
    • lxml == 4.9.1
    • lz4 == 3.1.3
    • Markdown == 3.3.4
    • MarkupSafe == 2.0.1
    • matplotlib == 3.5.2
    • matplotlib-inline == 0.1.6
    • mccabe == 0.6.1
    • menuinst == 1.4.19
    • mistune == 0.8.4
    • mkl-fft == 1.3.1
    • mkl-random == 1.2.2
    • mkl-service == 2.4.0
    • mock == 4.0.3
    • mpmath == 1.2.1
    • msgpack == 1.0.3
    • multipledispatch == 0.6.0
    • munkres == 1.1.4
    • mypy-extensions == 0.4.3
    • navigator-updater == 0.3.0
    • nbclassic == 0.3.5
    • nbclient == 0.5.13
    • nbconvert == 6.4.4
    • nbformat == 5.5.0
    • nest-asyncio == 1.5.5
    • networkx == 2.8.4
    • nltk == 3.7
    • nose == 1.3.7
    • notebook == 6.4.12
    • numba == 0.55.1
    • numexpr == 2.8.3
    • numpy == 2.0.2
    • numpydoc == 1.4.0
    • olefile == 0.46
    • openpyxl == 3.0.10
    • packaging == 21.3
    • pandas == 2.2.3
    • pandocfilters == 1.5.0
    • panel == 0.13.1
    • param == 1.12.0
    • paramiko == 2.8.1
    • parsel == 1.6.0
    • parso == 0.8.3
    • partd == 1.2.0
    • pathlib == 1.0.1
    • pathspec == 0.9.0
    • patsy == 0.5.2
    • pep8 == 1.7.1
    • pexpect == 4.8.0
    • pickleshare == 0.7.5
    • Pillow == 9.2.0
    • pip == 22.2.2
    • pkginfo == 1.8.2
    • platformdirs == 2.5.2
    • plotly == 5.9.0
    • pluggy == 1.0.0
    • poyo == 0.5.0
    • prometheus-client == 0.14.1
    • prompt-toolkit == 3.0.20
    • Protego == 0.1.16
    • psutil == 5.9.0
    • ptyprocess == 0.7.0
    • py == 1.11.0
    • pyarrow == 20.0.0
    • pyasn1 == 0.4.8
    • pyasnn-modules == 0.2.8
    • pycodestyle == 2.8.0
    • pycosat == 0.6.3
    • pycparser == 2.21
    • pyct == 0.4.8
    • pycurl == 7.45.1
    • PyDispatcher == 2.0.5
    • pydocstyle == 6.1.1
    • pyerfa == 2.0.0
    • pyflakes == 2.4.0
    • Pygments == 2.11.2
    • PyHamcrest == 2.0.2
    • PyJWT == 2.4.0
    • pylint == 2.14.5
    • pyls-spyder == 0.4.0
    • PyNaCl == 1.5.0
    • pyodbc == 4.0.34
    • pyopenms == 3.1.0
    • pyOpenSSL == 22.0.0
    • pyparsing == 3.0.9
    • pyrsistent == 0.18.0
    • PySocks == 1.7.1
    • pytest == 7.1.2
    • python-dateutil == 2.8.2
    • python-lsp-black == 1.0.0
    • python-lsp-jsonrpc == 1.0.0
    • python-lsp-server == 1.3.3
    • python-slugify == 5.0.2
    • python-snappy == 0.6.0
    • pytz == 2022.1
    • pyviz-comms == 2.0.2
    • PyWavelets == 1.3.0
    • pywin32 == 302
    • pywin32-ctypes == 0.2.0
    • pywinpty == 2.0.2
    • PyYAML == 6.0
    • pyzmq == 23.2.0
    • QDarkStyle == 3.0.2
    • qstylizer == 0.1.10
    • QtAwesome == 1.0.3
    • qtconsole == 5.2.2
    • QtPy == 2.2.0
    • queuelib == 1.5.0
    • regex == 2022.7.9
    • requests == 2.28.1
    • requests-file == 1.5.1
    • rope == 0.22.0
    • Rtree == 0.9.7
    • ruamel-yaml-conda == 0.15.100
    • s3transfer == 0.6.0
    • scikit-image == 0.19.2
    • scikit-learn == 1.0.2
    • scikit-learn-intelex == 2021.20221004.171935
    • scipy == 1.9.1
    • Scrapy == 2.6.2
    • seaborn == 0.11.2
    • Send2Trash == 1.8.0
    • service-identity == 18.1.0
    • setuptools == 63.4.1
    • sip == 4.19.13
    • six == 1.16.0
    • smart-open == 5.2.1
    • sniffio == 1.2.0
    • snowballstemmer == 2.2.0
    • sortedcollections == 2.1.0
    • sortedcontainers == 2.4.0
    • soupsieve == 2.3.1
    • Sphinx == 5.0.2
    • sphinxcontrib-applehelp == 1.0.2
    • sphinxcontrib-devhelp == 1.0.2
    • sphinxcontrib-htmlhelp == 2.0.0
    • sphinxcontrib-jsmath == 1.0.1
    • sphinxcontrib-qthelp == 1.0.3
    • sphinxcontrib-serializinghtml == 1.1.5
    • spyder == 5.2.2
    • spyder-kernels == 2.2.1
    • SQLAlchemy == 1.4.39
    • statsmodels == 0.13.2
    • sympy == 1.10.1
    • tables == 3.6.1
    • tabulate == 0.8.10
    • TBB == 0.2
    • tblib == 1.7.0
    • tenacity == 8.0.1
    • terminado == 0.13.1
    • testpath == 0.6.0
    • text-unidecode == 1.3
    • textdistance == 4.2.1
    • threadpoolctl == 2.2.0
    • three-merge == 0.1.1
    • tifffile == 2021.7.2
    • tinycss == 0.4
    • tldextract == 3.2.0
    • toml == 0.10.2
    • tomli == 2.0.1
    • tomlkit == 0.11.1
    • toolz == 0.11.2
    • tornado == 6.1
    • tqdm == 4.64.1
    • traitlets == 5.1.1
    • Twisted == 22.2.0
    • twisted-iocpsupport == 1.0.2
    • typing_extensions == 4.3.0
    • tzdata == 2025.2
    • ujson == 5.4.0
    • Unidecode == 1.2.0
    • urllib3 == 1.26.11
    • w3lib == 1.21.0
    • watchdog == 2.1.6
    • wcwidth == 0.2.5
    • webencodings == 0.5.1
    • websocket-client == 0.58.0
    • Werkzeug == 2.0.3
    • wheel == 0.37.1
    • widgetsnbextension == 3.5.2
    • win-inet-pton == 1.1.0
    • win-unicode-console == 0.5
    • wincertstore == 0.2
    • wrapt == 1.14.1
    • xarray == 0.20.1
    • xlrd == 2.0.1
    • XlsxWriter == 3.0.3
    • xlwings == 0.27.15
    • yapf == 0.31.0
    • zict == 2.1.0
    • zipp == 3.8.0
    • zope.interface == 5.4.0

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