x86_64 cuda13 spatial gpu notebook 7db3d6e53ebf - huchlab/sequencing-docker-stacks GitHub Wiki

Build manifest for image: spatial-gpu-notebook:7db3d6e53ebf

Build Info

  • Build timestamp: 2026-03-23T06:30:16Z
  • Docker image: quay.io/huchlab/spatial-gpu-notebook:7db3d6e53ebf
  • Docker image size: 47.5GB
  • Git commit SHA: 7db3d6e53ebf1439a3bcfd36412d32e5496ecd1c
  • Git commit message:
Schedule builds 2 hours after upstream build

Python Packages

Python 3.13.12

conda info:

     active environment : None
       user config file : /home/jovyan/.condarc
 populated config files : /opt/conda/.condarc
                          /home/jovyan/.condarc
          conda version : 26.1.1
    conda-build version : not installed
         python version : 3.13.12.final.0
                 solver : libmamba (default)
       virtual packages : __archspec=1=zen2
                          __conda=26.1.1=0
                          __glibc=2.39=0
                          __linux=6.14.0=0
                          __unix=0=0
       base environment : /opt/conda  (writable)
      conda av data dir : /opt/conda/etc/conda
  conda av metadata url : None
           channel URLs : https://conda.anaconda.org/conda-forge/linux-64
                          https://conda.anaconda.org/conda-forge/noarch
                          https://conda.anaconda.org/bioconda/linux-64
                          https://conda.anaconda.org/bioconda/noarch
          package cache : /opt/conda/pkgs
                          /home/jovyan/.conda/pkgs
       envs directories : /opt/conda/envs
                          /home/jovyan/.conda/envs
    temporary directory : /tmp
               platform : linux-64
             user-agent : conda/26.1.1 requests/2.32.5 CPython/3.13.12 Linux/6.14.0-1017-azure ubuntu/24.04.4 glibc/2.39 solver/libmamba conda-libmamba-solver/25.11.0 libmambapy/2.5.0
                UID:GID : 1000:100
             netrc file : None
           offline mode : False

mamba info:

       libmamba version : 2.5.0
          mamba version : 2.5.0
           curl version : libcurl/8.18.0 OpenSSL/3.6.1 zlib/1.3.1 zstd/1.5.7 libssh2/1.11.1 nghttp2/1.67.0 mit-krb5/1.21.3
     libarchive version : libarchive 3.8.6 zlib/1.3.1 liblzma/5.8.2 bz2lib/1.0.8 liblz4/1.10.0 libzstd/1.5.7 liblzo2/2.10 openssl/3.5.5 libb2/bundled
       envs directories : /opt/conda/envs
          package cache : /opt/conda/pkgs
                          /home/jovyan/.mamba/pkgs
            environment : base
           env location : /opt/conda
      user config files : /home/jovyan/.mambarc
 populated config files : /home/jovyan/.condarc
                          /opt/conda/.condarc
       virtual packages : __unix=0=0
                          __linux=6.14.0=0
                          __glibc=2.39=0
                          __archspec=1=x86_64_v3
               channels : https://conda.anaconda.org/conda-forge/linux-64
                          https://conda.anaconda.org/conda-forge/noarch
                          https://conda.anaconda.org/bioconda/linux-64
                          https://conda.anaconda.org/bioconda/noarch
       base environment : /opt/conda
               platform : linux-64

mamba list:

List of packages in environment: "/opt/conda"

  Name                                  Version       Build                                         Channel
─────────────────────────────────────────────────────────────────────────────────────────────────────────────────
  FlowIO                                1.4.0         pypi_0                                        pypi
  HeapDict                              1.0.1         pypi_0                                        pypi
  PIMS                                  0.7           pypi_0                                        pypi
  Pint                                  0.25.2        pypi_0                                        pypi
  PyOpenGL                              3.1.10        pypi_0                                        pypi
  PySCIPOpt                             5.2.1         pypi_0                                        pypi
  QtPy                                  2.4.3         pypi_0                                        pypi
  Sphinx                                9.1.0         pypi_0                                        pypi
  _openmp_mutex                         4.5           7_kmp_llvm                                    conda-forge
  _python_abi3_support                  1.0           hd8ed1ab_2                                    conda-forge
  _r-mutex                              1.0.1         anacondar_1                                   conda-forge
  _x86_64-microarch-level               3             3_x86_64_v3                                   conda-forge
  absl-py                               2.4.0         pyhd8ed1ab_0                                  conda-forge
  adjusttext                            1.3.0         pyhd8ed1ab_0                                  conda-forge
  aiobotocore                           3.2.1         pypi_0                                        pypi
  aiofiles                              25.1.0        pypi_0                                        pypi
  aiohappyeyeballs                      2.6.1         pyhd8ed1ab_0                                  conda-forge
  aiohttp                               3.13.3        py313hd6074c6_0                               conda-forge
  aioitertools                          0.13.0        pypi_0                                        pypi
  aiosignal                             1.4.0         pyhd8ed1ab_0                                  conda-forge
  alabaster                             1.0.0         pypi_0                                        pypi
  alembic                               1.18.4        pyhcf101f3_0                                  conda-forge
  alsa-lib                              1.2.15.3      hb03c661_0                                    conda-forge
  altair                                6.0.0         pyhd8ed1ab_1                                  conda-forge
  ampl-asl                              1.0.0         h5888daf_2                                    conda-forge
  anndata                               0.12.10       pyhd8ed1ab_0                                  conda-forge
  anndata2ri                            2.0           pyhdfd78af_0                                  bioconda
  annotated-doc                         0.0.4         pypi_0                                        pypi
  annotated-types                       0.7.0         pyhd8ed1ab_1                                  conda-forge
  annsel                                0.1.2         pypi_0                                        pypi
  anyio                                 4.12.1        pyhcf101f3_0                                  conda-forge
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  aom                                   3.9.1         hac33072_0                                    conda-forge
  app-model                             0.4.0         pypi_0                                        pypi
  appdirs                               1.4.4         pypi_0                                        pypi
  arboreto                              0.1.6         pyh7e72e81_1                                  bioconda
  archspec                              0.2.5         pyhd8ed1ab_0                                  conda-forge
  argcomplete                           3.6.3         pyhd8ed1ab_0                                  conda-forge
  argon2-cffi                           25.1.0        pyhd8ed1ab_0                                  conda-forge
  argon2-cffi-bindings                  25.1.0        py313h07c4f96_2                               conda-forge
  arpack                                3.9.1         nompi_hf03ea27_102                            conda-forge
  array-api-compat                      1.14.0        pyhc364b38_0                                  conda-forge
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  aws-c-http                            0.10.7        ha8fc4e3_5                                    conda-forge
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  azure-core-cpp                        1.16.2        h206d751_0                                    conda-forge
  azure-identity-cpp                    1.13.3        hed0cdb0_1                                    conda-forge
  azure-storage-blobs-cpp               12.16.0       hdd73cc9_1                                    conda-forge
  azure-storage-common-cpp              12.12.0       ha7a2c86_1                                    conda-forge
  azure-storage-files-datalake-cpp      12.14.0       h52c5a47_1                                    conda-forge
  babel                                 2.18.0        pyhcf101f3_1                                  conda-forge
  backports.zstd                        1.3.0         py313h18e8e13_0                               conda-forge
  beautifulsoup4                        4.14.3        pyha770c72_0                                  conda-forge
  binutils_impl_linux-64                2.45.1        default_hfdba357_101                          conda-forge
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  bioconductor-annotationfilter         1.30.0        r44hdfd78af_0                                 bioconda
  bioconductor-assorthead               1.0.0         r44hdfd78af_0                                 bioconda
  bioconductor-basilisk                 1.18.0        r44hdfd78af_0                                 bioconda
  bioconductor-basilisk.utils           1.18.0        r44hdfd78af_0                                 bioconda
  bioconductor-batchelor                1.22.0        r44he5774e6_0                                 bioconda
  bioconductor-beachmat                 2.22.0        r44he5774e6_1                                 bioconda
  bioconductor-biobase                  2.66.0        r44h3df3fcb_0                                 bioconda
  bioconductor-biocfilecache            2.14.0        r44hdfd78af_0                                 bioconda
  bioconductor-biocgenerics             0.52.0        r44hdfd78af_3                                 bioconda
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  bioconductor-biocneighbors            2.0.0         r44he5774e6_1                                 bioconda
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  bioconductor-bluster                  1.16.0        r44he5774e6_1                                 bioconda
  bioconductor-bsgenome                 1.74.0        r44hdfd78af_0                                 bioconda
  bioconductor-ccplotr                  1.4.0         r44hdfd78af_0                                 bioconda
  bioconductor-clusterprofiler          4.14.0        r44hdfd78af_0                                 bioconda
  bioconductor-complexheatmap           2.22.0        r44hdfd78af_0                                 bioconda
  bioconductor-data-packages            20260207      hdfd78af_0                                    bioconda
  bioconductor-decoupler                2.12.0        r44hdfd78af_0                                 bioconda
  bioconductor-delayedarray             0.32.0        r44h3df3fcb_1                                 bioconda
  bioconductor-delayedmatrixstats       1.28.0        r44hdfd78af_0                                 bioconda
  bioconductor-deseq2                   1.46.0        r44he5774e6_1                                 bioconda
  bioconductor-dir.expiry               1.14.0        r44hdfd78af_0                                 bioconda
  bioconductor-dose                     4.0.0         r44hdfd78af_0                                 bioconda
  bioconductor-edger                    4.4.0         r44h3df3fcb_0                                 bioconda
  bioconductor-enrichplot               1.26.1        r44hdfd78af_0                                 bioconda
  bioconductor-ensembldb                2.30.0        r44hdfd78af_0                                 bioconda
  bioconductor-fgsea                    1.32.2        r44he5774e6_0                                 bioconda
  bioconductor-genomeinfodb             1.42.0        r44hdfd78af_2                                 bioconda
  bioconductor-genomeinfodbdata         1.2.13        r44hdfd78af_0                                 bioconda
  bioconductor-genomicalignments        1.42.0        r44h3df3fcb_1                                 bioconda
  bioconductor-genomicfeatures          1.58.0        r44hdfd78af_0                                 bioconda
  bioconductor-genomicranges            1.58.0        r44h3df3fcb_2                                 bioconda
  bioconductor-ggtree                   3.14.0        r44hdfd78af_0                                 bioconda
  bioconductor-go.db                    3.20.0        r44hdfd78af_0                                 bioconda
  bioconductor-gosemsim                 2.32.0        r44he5774e6_1                                 bioconda
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  bioconductor-gviz                     1.50.0        r44hdfd78af_0                                 bioconda
  bioconductor-hdf5array                1.34.0        r44h15a9599_1                                 bioconda
  bioconductor-interactionset           1.34.0        r44he5774e6_0                                 bioconda
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  bioconductor-keggrest                 1.46.0        r44hdfd78af_0                                 bioconda
  bioconductor-limma                    3.62.1        r44h15a9599_1                                 bioconda
  bioconductor-loomexperiment           1.24.0        r44hdfd78af_0                                 bioconda
  bioconductor-mast                     1.32.0        r44hdfd78af_0                                 bioconda
  bioconductor-matrixgenerics           1.18.0        r44hdfd78af_0                                 bioconda
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  bioconductor-org.hs.eg.db             3.20.0        r44hdfd78af_0                                 bioconda
  bioconductor-org.mm.eg.db             3.20.0        r44hdfd78af_0                                 bioconda
  bioconductor-protgenerics             1.38.0        r44hdfd78af_1                                 bioconda
  bioconductor-qvalue                   2.38.0        r44hdfd78af_0                                 bioconda
  bioconductor-residualmatrix           1.16.0        r44hdfd78af_0                                 bioconda
  bioconductor-rgraphviz                2.50.0        r44he5774e6_1                                 bioconda
  bioconductor-rhdf5                    2.50.0        r44h77050f0_1                                 bioconda
  bioconductor-rhdf5filters             1.18.0        r44h77050f0_1                                 bioconda
  bioconductor-rhdf5lib                 1.28.0        r44h15a9599_0                                 bioconda
  bioconductor-rhtslib                  3.2.0         r44h15a9599_2                                 bioconda
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  bioconductor-s4arrays                 1.6.0         r44h3df3fcb_1                                 bioconda
  bioconductor-s4vectors                0.44.0        r44h3df3fcb_2                                 bioconda
  bioconductor-scaledmatrix             1.14.0        r44hdfd78af_0                                 bioconda
  bioconductor-scater                   1.34.1        r44hdfd78af_0                                 bioconda
  bioconductor-scran                    1.34.0        r44he5774e6_1                                 bioconda
  bioconductor-scuttle                  1.16.0        r44he5774e6_1                                 bioconda
  bioconductor-singlecellexperiment     1.28.0        r44hdfd78af_0                                 bioconda
  bioconductor-sparsearray              1.6.0         r44h3df3fcb_1                                 bioconda
  bioconductor-sparsematrixstats        1.18.0        r44he5774e6_1                                 bioconda
  bioconductor-summarizedexperiment     1.36.0        r44hdfd78af_0                                 bioconda
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  bioconductor-trackviewer              1.42.0        r44hdfd78af_0                                 bioconda
  bioconductor-treeio                   1.30.0        r44hdfd78af_0                                 bioconda
  bioconductor-txdbmaker                1.2.0         r44hdfd78af_0                                 bioconda
  bioconductor-ucsc.utils               1.2.0         r44h9ee0642_1                                 bioconda
  bioconductor-variantannotation        1.52.0        r44h15a9599_1                                 bioconda
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  bioconductor-zlibbioc                 1.52.0        r44h3df3fcb_2                                 bioconda
  biopython                             1.86          py313h07c4f96_1                               conda-forge
  black                                 26.3.1        pypi_0                                        pypi
  blas                                  2.305         openblas                                      conda-forge
  blas-devel                            3.11.0        5_h1ea3ea9_openblas                           conda-forge
  bleach                                6.3.0         pyhcf101f3_1                                  conda-forge
  bleach-with-css                       6.3.0         hbca2aae_1                                    conda-forge
  blinker                               1.9.0         pyhff2d567_0                                  conda-forge
  blosc                                 1.21.6        he440d0b_1                                    conda-forge
  bokeh                                 3.9.0         pyhd8ed1ab_0                                  conda-forge
  boltons                               25.0.0        pyhd8ed1ab_0                                  conda-forge
  botocore                              1.42.61       pypi_0                                        pypi
  bottleneck                            1.6.0         np2py313hc18bace_3                            conda-forge
  branca                                0.8.2         pyhd8ed1ab_0                                  conda-forge
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  brotli-python                         1.2.0         py313hf159716_1                               conda-forge
  brunsli                               0.1           hd1e3526_2                                    conda-forge
  build                                 1.4.0         pypi_0                                        pypi
  bwidget                               1.10.1        ha770c72_1                                    conda-forge
  bzip2                                 1.0.8         hda65f42_9                                    conda-forge
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  c-blosc2                              2.23.1        hc31b594_0                                    conda-forge
  ca-certificates                       2026.2.25     hbd8a1cb_0                                    conda-forge
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  cached_property                       1.5.2         pyha770c72_1                                  conda-forge
  cachetools                            7.0.5         pyhd8ed1ab_0                                  conda-forge
  cachey                                0.2.1         pypi_0                                        pypi
  cairo                                 1.18.4        he90730b_1                                    conda-forge
  cellbender                            0.3.0         pypi_0                                        pypi
  cellrank                              2.2.0         pyhac95a24_0                                  conda-forge
  celltypist                            1.7.1         pyhdfd78af_0                                  bioconda
  certifi                               2026.2.25     pyhd8ed1ab_0                                  conda-forge
  certipy                               0.2.2         pyhd8ed1ab_0                                  conda-forge
  cffi                                  2.0.0         py313hf46b229_1                               conda-forge
  charls                                2.4.3         hecca717_0                                    conda-forge
  charset-normalizer                    3.4.5         pyhd8ed1ab_0                                  conda-forge
  clarabel                              0.11.1        py313h5c7d99a_2                               conda-forge
  click                                 8.3.1         pyh8f84b5b_1                                  conda-forge
  cloudpickle                           3.1.2         pyhcf101f3_1                                  conda-forge
  colorama                              0.4.6         pyhd8ed1ab_1                                  conda-forge
  colorcet                              3.1.0         pyhd8ed1ab_1                                  conda-forge
  comm                                  0.2.3         pyhe01879c_0                                  conda-forge
  conda                                 26.1.1        py313h78bf25f_0                               conda-forge
  conda-libmamba-solver                 25.11.0       pyhd8ed1ab_1                                  conda-forge
  conda-package-handling                2.4.0         pyh7900ff3_2                                  conda-forge
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  contourpy                             1.3.3         py313hc8edb43_4                               conda-forge
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  cryptography                          46.0.5        py313heb322e3_0                               conda-forge
  cucim                                 25.12.00      cuda13_py313_251210_ghg0ea8217_gn0_phc494990  rapidsai
  cuda-bindings                         13.1.1        py313hd6fa174_1                               nvidia
  cuda-cccl_linux-64                    13.0.85       1                                             nvidia
  cuda-core                             0.3.2         py313hb1ccf29_0                               nvidia
  cuda-crt-dev_linux-64                 13.0.88       0                                             nvidia
  cuda-cudart                           13.0.96       ha533d76_1                                    nvidia
  cuda-cudart-dev                       13.0.96       h3b4bcfc_1                                    nvidia
  cuda-cudart-dev_linux-64              13.0.96       hbe36340_1                                    nvidia
  cuda-cudart-static                    13.0.96       h3b4bcfc_1                                    nvidia
  cuda-cudart-static_linux-64           13.0.96       hbe36340_1                                    nvidia
  cuda-cudart_linux-64                  13.0.96       h73695a4_1                                    nvidia
  cuda-nvrtc                            13.0.88       hb0a779f_0                                    nvidia
  cuda-nvvm-impl                        13.0.88       h3b4bcfc_0                                    nvidia
  cuda-pathfinder                       1.3.1         pyhcf101f3_0                                  nvidia
  cuda-profiler-api                     13.0.85       h6a26bb4_0                                    nvidia
  cuda-python                           13.1.1        pyhecae5ae_1                                  nvidia
  cuda-version                          13.0          3                                             nvidia
  cudf                                  25.12.00      cuda13_py313_251210_580975be                  rapidsai
  cudf-polars                           25.12.00      cuda13_py313_251210_580975be                  rapidsai
  cudf_kafka                            25.12.00      cuda13_py313_251210_580975be                  rapidsai
  cudnn                                 9.20.0.48     hf3c2b3b_0                                    nvidia
  cugraph                               25.12.02      cuda13_py313_251211_9765e20f                  rapidsai
  cuml                                  25.12.00      cuda13_py313_251211_5c22c200                  rapidsai
  cupy                                  13.6.0        py313h727d180_2                               conda-forge
  cupy-core                             13.6.0        py313h0630d88_2                               conda-forge
  curl                                  8.18.0        h4e3cde8_0                                    conda-forge
  cusparselt                            0.8.1.1       ha5d3b03_0                                    nvidia
  custreamz                             25.12.00      cuda13_py313_251210_580975be                  rapidsai
  cutensor                              2.5.0         0                                             nvidia
  cutensor-cuda-13                      2.5.0         0                                             nvidia
  cuvs                                  25.12.00      cuda13_py313_251211_fc27938b                  rapidsai
  cuxfilter                             25.12.00      cuda13_py313_251211_0e91a395                  rapidsai
  cvxpy                                 1.7.5         py313hc693397_1                               conda-forge
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  spatialdata-io                        0.6.0         pypi_0                                        pypi
  spatialdata-plot                      0.2.14        pypi_0                                        pypi
  spdlog                                1.17.0        hab81395_1                                    conda-forge
  sphinxcontrib-applehelp               2.0.0         pypi_0                                        pypi
  sphinxcontrib-devhelp                 2.0.0         pypi_0                                        pypi
  sphinxcontrib-htmlhelp                2.1.0         pypi_0                                        pypi
  sphinxcontrib-jsmath                  1.0.1         pypi_0                                        pypi
  sphinxcontrib-qthelp                  2.0.0         pypi_0                                        pypi
  sphinxcontrib-serializinghtml         2.0.0         pypi_0                                        pypi
  spirv-tools                           2026.1        hb700be7_0                                    conda-forge
  sqlalchemy                            2.0.48        py313h54dd161_0                               conda-forge
  sqlite                                3.52.0        h04a0ce9_0                                    conda-forge
  squidpy                               1.8.1         pypi_0                                        pypi
  stack_data                            0.6.3         pyhd8ed1ab_1                                  conda-forge
  starlette                             0.52.1        pypi_0                                        pypi
  statsmodels                           0.14.6        py313h29aa505_0                               conda-forge
  stdlib-list                           0.12.0        pyhd8ed1ab_0                                  conda-forge
  streamz                               0.6.5         pyh332efcf_0                                  conda-forge
  superlu                               7.0.1         h8f6e6c4_0                                    conda-forge
  superlu_dist                          9.1.0         h3349319_0                                    conda-forge
  superqt                               0.8.0         pypi_0                                        pypi
  svt-av1                               4.0.1         hecca717_0                                    conda-forge
  sympy                                 1.14.0        pyh2585a3b_106                                conda-forge
  sysroot_linux-64                      2.39          hc4b9eeb_6                                    conda-forge
  tabulate                              0.10.0        pyhcf101f3_0                                  conda-forge
  tangram-sc                            1.0.4         pypi_0                                        pypi
  tbb                                   2022.3.0      h8d10470_1                                    conda-forge
  tbb-devel                             2022.3.0      h74b38a2_1                                    conda-forge
  tblib                                 3.2.2         pyhcf101f3_0                                  conda-forge
  tenacity                              9.1.4         pyhcf101f3_0                                  conda-forge
  tensorboard                           2.20.0        pyhe01879c_0                                  conda-forge
  tensorboard-data-server               0.7.0         py313h3c54b1c_4                               conda-forge
  terminado                             0.18.1        pyhc90fa1f_1                                  conda-forge
  texttable                             1.7.0         pyhd8ed1ab_1                                  conda-forge
  threadpoolctl                         3.6.0         pyhecae5ae_0                                  conda-forge
  tifffile                              2026.3.3      pyhd8ed1ab_0                                  conda-forge
  tinycss2                              1.4.0         pyhd8ed1ab_0                                  conda-forge
  tk                                    8.6.13        noxft_h366c992_103                            conda-forge
  tktable                               2.10          h8d826fa_7                                    conda-forge
  toml                                  0.10.2        pyhcf101f3_3                                  conda-forge
  tomli                                 2.4.0         pyhcf101f3_0                                  conda-forge
  tomli_w                               1.2.0         pypi_0                                        pypi
  tomlkit                               0.14.0        pyha770c72_0                                  conda-forge
  toolz                                 1.1.0         pyhd8ed1ab_1                                  conda-forge
  torch                                 2.9.1+cu130   pypi_0                                        pypi
  torchaudio                            2.9.1         pypi_0                                        pypi
  torchmetrics                          1.8.2         pyhd8ed1ab_0                                  conda-forge
  torchvision                           0.24.1+cu130  pypi_0                                        pypi
  tornado                               6.5.4         py313hd02dea0_0                               conda-forge
  tqdm                                  4.67.3        pyh8f84b5b_0                                  conda-forge
  trackhub                              1.0           pyh7cba7a3_0                                  bioconda
  traitlets                             5.14.3        pyhd8ed1ab_1                                  conda-forge
  treelite                              4.7.0         py313ha381a76_0                               conda-forge
  triton                                3.5.1         pypi_0                                        pypi
  truststore                            0.10.4        pyhcf101f3_0                                  conda-forge
  typeguard                             4.5.1         pypi_0                                        pypi
  typer                                 0.24.1        pypi_0                                        pypi
  typing-extensions                     4.15.0        h396c80c_0                                    conda-forge
  typing-inspection                     0.4.2         pyhd8ed1ab_1                                  conda-forge
  typing_extensions                     4.15.0        pyhcf101f3_0                                  conda-forge
  typing_utils                          0.1.0         pyhd8ed1ab_1                                  conda-forge
  tzdata                                2025c         hc9c84f9_1                                    conda-forge
  tzlocal                               5.3.1         pyh8f84b5b_0                                  conda-forge
  uc-micro-py                           2.0.0         pyhcf101f3_0                                  conda-forge
  ucc                                   1.6.0         h433704b_1                                    conda-forge
  ucx                                   1.19.1        h567e125_0                                    conda-forge
  ucxx                                  0.47.00       cuda13_py313_251210_5d6f0af3                  rapidsai
  ujson                                 5.12.0        pypi_0                                        pypi
  umap-learn                            0.5.11        py313h78bf25f_0                               conda-forge
  universal_pathlib                     0.3.10        pypi_0                                        pypi
  unixodbc                              2.3.14        h69e2008_0                                    conda-forge
  uri-template                          1.3.0         pyhd8ed1ab_1                                  conda-forge
  uriparser                             0.9.8         hac33072_0                                    conda-forge
  urllib3                               2.6.3         pyhd8ed1ab_0                                  conda-forge
  uv                                    0.10.10       h0f56927_0                                    conda-forge
  uvicorn                               0.42.0        pypi_0                                        pypi
  validators                            0.35.0        pypi_0                                        pypi
  vispy                                 0.15.2        pypi_0                                        pypi
  vitessce                              3.8.2         pypi_0                                        pypi
  wayland                               1.24.0        hd6090a7_1                                    conda-forge
  wayland-protocols                     1.47          hd8ed1ab_0                                    conda-forge
  wcwidth                               0.6.0         pyhd8ed1ab_0                                  conda-forge
  webcolors                             25.10.0       pyhd8ed1ab_0                                  conda-forge
  webencodings                          0.5.1         pyhd8ed1ab_3                                  conda-forge
  websocket-client                      1.9.0         pyhd8ed1ab_0                                  conda-forge
  werkzeug                              3.1.6         pyhcf101f3_0                                  conda-forge
  wget                                  3.2           pypi_0                                        pypi
  widgetsnbextension                    4.0.15        pyhd8ed1ab_0                                  conda-forge
  wrapt                                 2.1.2         py313h07c4f96_0                               conda-forge
  x264                                  1!164.3095    h166bdaf_2                                    conda-forge
  x265                                  3.5           h924138e_3                                    conda-forge
  xarray                                2026.2.0      pyhcf101f3_0                                  conda-forge
  xarray-dataclass                      3.0.0         pyhd8ed1ab_1                                  conda-forge
  xarray-datatree                       0.0.14        pypi_0                                        pypi
  xarray-spatial                        0.9.2         pypi_0                                        pypi
  xcb-util                              0.4.1         h4f16b4b_2                                    conda-forge
  xcb-util-cursor                       0.1.6         hb03c661_0                                    conda-forge
  xcb-util-image                        0.4.0         hb711507_2                                    conda-forge
  xcb-util-keysyms                      0.4.1         hb711507_0                                    conda-forge
  xcb-util-renderutil                   0.3.10        hb711507_0                                    conda-forge
  xcb-util-wm                           0.4.2         hb711507_0                                    conda-forge
  xerces-c                              3.3.0         hd9031aa_1                                    conda-forge
  xgboost                               3.1.2         rapidsai_pyh3432f66_1                         rapidsai
  xkeyboard-config                      2.47          hb03c661_0                                    conda-forge
  xlrd                                  2.0.2         pyhd8ed1ab_0                                  conda-forge
  xlsxwriter                            3.2.9         pyhd8ed1ab_0                                  conda-forge
  xmltodict                             1.0.4         pyhcf101f3_0                                  conda-forge
  xorg-libice                           1.1.2         hb9d3cd8_0                                    conda-forge
  xorg-libsm                            1.2.6         he73a12e_0                                    conda-forge
  xorg-libx11                           1.8.13        he1eb515_0                                    conda-forge
  xorg-libxau                           1.0.12        hb03c661_1                                    conda-forge
  xorg-libxcomposite                    0.4.7         hb03c661_0                                    conda-forge
  xorg-libxcursor                       1.2.3         hb9d3cd8_0                                    conda-forge
  xorg-libxdamage                       1.1.6         hb9d3cd8_0                                    conda-forge
  xorg-libxdmcp                         1.1.5         hb03c661_1                                    conda-forge
  xorg-libxext                          1.3.7         hb03c661_0                                    conda-forge
  xorg-libxfixes                        6.0.2         hb03c661_0                                    conda-forge
  xorg-libxi                            1.8.2         hb9d3cd8_0                                    conda-forge
  xorg-libxrandr                        1.5.5         hb03c661_0                                    conda-forge
  xorg-libxrender                       0.9.12        hb9d3cd8_0                                    conda-forge
  xorg-libxscrnsaver                    1.2.4         hb9d3cd8_0                                    conda-forge
  xorg-libxshmfence                     1.3.3         hb9d3cd8_0                                    conda-forge
  xorg-libxt                            1.3.1         hb9d3cd8_0                                    conda-forge
  xorg-libxtst                          1.2.5         hb9d3cd8_3                                    conda-forge
  xorg-libxxf86vm                       1.1.7         hb03c661_0                                    conda-forge
  xorg-xextproto                        7.3.0         hb9d3cd8_1004                                 conda-forge
  xsdata                                26.2          pypi_0                                        pypi
  xyzservices                           2025.11.0     pyhd8ed1ab_0                                  conda-forge
  yaml                                  0.2.5         h280c20c_3                                    conda-forge
  yaml-cpp                              0.8.0         h3f2d84a_0                                    conda-forge
  yarl                                  1.23.0        py313h3dea7bd_0                               conda-forge
  yq                                    3.4.3         pyhe01879c_2                                  conda-forge
  zarr                                  3.1.5         pyhcf101f3_0                                  conda-forge
  zeromq                                4.3.5         h387f397_9                                    conda-forge
  zfp                                   1.0.1         h909a3a2_5                                    conda-forge
  zict                                  3.0.0         pyhd8ed1ab_1                                  conda-forge
  zipp                                  3.23.0        pyhcf101f3_1                                  conda-forge
  zlib                                  1.3.1         hb9d3cd8_2                                    conda-forge
  zlib-ng                               2.3.3         hceb46e0_1                                    conda-forge
  zstandard                             0.25.0        py313h54dd161_1                               conda-forge
  zstd                                  1.5.7         hb78ec9c_6                                    conda-forge

Apt Packages

apt list --installed:

WARNING: apt does not have a stable CLI interface. Use with caution in scripts.

Listing...
adduser/now 3.137ubuntu1 all [installed,local]
apt/now 2.8.3 amd64 [installed,local]
base-files/now 13ubuntu10.4 amd64 [installed,local]
base-passwd/now 3.6.3build1 amd64 [installed,local]
bash/now 5.2.21-2ubuntu4 amd64 [installed,local]
binutils-common/now 2.42-4ubuntu2.8 amd64 [installed,local]
binutils-x86-64-linux-gnu/now 2.42-4ubuntu2.8 amd64 [installed,local]
binutils/now 2.42-4ubuntu2.8 amd64 [installed,local]
bsdutils/now 1:2.39.3-9ubuntu6.5 amd64 [installed,local]
build-essential/now 12.10ubuntu1 amd64 [installed,local]
bzip2/now 1.0.8-5.1build0.1 amd64 [installed,local]
ca-certificates/now 20240203 all [installed,local]
cm-super-minimal/now 0.3.4-17 all [installed,local]
cm-super/now 0.3.4-17 all [installed,local]
coreutils/now 9.4-3ubuntu6.1 amd64 [installed,local]
cpp-13-x86-64-linux-gnu/now 13.3.0-6ubuntu2~24.04.1 amd64 [installed,local]
cpp-13/now 13.3.0-6ubuntu2~24.04.1 amd64 [installed,local]
cpp-x86-64-linux-gnu/now 4:13.2.0-7ubuntu1 amd64 [installed,local]
cpp/now 4:13.2.0-7ubuntu1 amd64 [installed,local]
curl/now 8.5.0-2ubuntu10.8 amd64 [installed,local]
dash/now 0.5.12-6ubuntu5 amd64 [installed,local]
debconf/now 1.5.86ubuntu1 all [installed,local]
debianutils/now 5.17build1 amd64 [installed,local]
diffutils/now 1:3.10-1build1 amd64 [installed,local]
dpkg-dev/now 1.22.6ubuntu6.5 all [installed,local]
dpkg/now 1.22.6ubuntu6.5 amd64 [installed,local]
dvipng/now 1.15-1.1 amd64 [installed,local]
e2fsprogs/now 1.47.0-2.4~exp1ubuntu4.1 amd64 [installed,local]
ffmpeg/now 7:6.1.1-3ubuntu5 amd64 [installed,local]
findutils/now 4.9.0-5build1 amd64 [installed,local]
fontconfig-config/now 2.15.0-1.1ubuntu2 amd64 [installed,local]
fontconfig/now 2.15.0-1.1ubuntu2 amd64 [installed,local]
fonts-dejavu-core/now 2.37-8 all [installed,local]
fonts-dejavu-extra/now 2.37-8 all [installed,local]
fonts-dejavu-mono/now 2.37-8 all [installed,local]
fonts-dejavu/now 2.37-8 all [installed,local]
fonts-liberation/now 1:2.1.5-3 all [installed,local]
fonts-lmodern/now 2.005-1 all [installed,local]
fonts-urw-base35/now 20200910-8 all [installed,local]
g++-13-x86-64-linux-gnu/now 13.3.0-6ubuntu2~24.04.1 amd64 [installed,local]
g++-13/now 13.3.0-6ubuntu2~24.04.1 amd64 [installed,local]
g++-x86-64-linux-gnu/now 4:13.2.0-7ubuntu1 amd64 [installed,local]
g++/now 4:13.2.0-7ubuntu1 amd64 [installed,local]
gcc-13-base/now 13.3.0-6ubuntu2~24.04.1 amd64 [installed,local]
gcc-13-x86-64-linux-gnu/now 13.3.0-6ubuntu2~24.04.1 amd64 [installed,local]
gcc-13/now 13.3.0-6ubuntu2~24.04.1 amd64 [installed,local]
gcc-14-base/now 14.2.0-4ubuntu2~24.04.1 amd64 [installed,local]
gcc-x86-64-linux-gnu/now 4:13.2.0-7ubuntu1 amd64 [installed,local]
gcc/now 4:13.2.0-7ubuntu1 amd64 [installed,local]
gfortran-13-x86-64-linux-gnu/now 13.3.0-6ubuntu2~24.04.1 amd64 [installed,local]
gfortran-13/now 13.3.0-6ubuntu2~24.04.1 amd64 [installed,local]
gfortran-x86-64-linux-gnu/now 4:13.2.0-7ubuntu1 amd64 [installed,local]
gfortran/now 4:13.2.0-7ubuntu1 amd64 [installed,local]
ghostscript/now 10.02.1~dfsg1-0ubuntu7.8 amd64 [installed,local]
git-lfs/now 3.4.1-1ubuntu0.3 amd64 [installed,local]
git-man/now 1:2.43.0-1ubuntu7.3 all [installed,local]
git/now 1:2.43.0-1ubuntu7.3 amd64 [installed,local]
gpgv/now 2.4.4-2ubuntu17.4 amd64 [installed,local]
grep/now 3.11-4build1 amd64 [installed,local]
gzip/now 1.12-1ubuntu3.1 amd64 [installed,local]
hostname/now 3.23+nmu2ubuntu2 amd64 [installed,local]
init-system-helpers/now 1.66ubuntu1 all [installed,local]
less/now 590-2ubuntu2.1 amd64 [installed,local]
libacl1/now 2.3.2-1build1.1 amd64 [installed,local]
libaom3/now 3.8.2-2ubuntu0.1 amd64 [installed,local]
libapache-pom-java/now 29-2 all [installed,local]
libapparmor1/now 4.0.1really4.0.1-0ubuntu0.24.04.5 amd64 [installed,local]
libapt-pkg6.0t64/now 2.8.3 amd64 [installed,local]
libasan8/now 14.2.0-4ubuntu2~24.04.1 amd64 [installed,local]
libasound2-data/now 1.2.11-1ubuntu0.2 all [installed,local]
libasound2t64/now 1.2.11-1ubuntu0.2 amd64 [installed,local]
libass9/now 1:0.17.1-2build1 amd64 [installed,local]
libassuan0/now 2.5.6-1build1 amd64 [installed,local]
libasyncns0/now 0.8-6build4 amd64 [installed,local]
libatomic1/now 14.2.0-4ubuntu2~24.04.1 amd64 [installed,local]
libattr1/now 1:2.5.2-1build1.1 amd64 [installed,local]
libaudit-common/now 1:3.1.2-2.1build1.1 all [installed,local]
libaudit1/now 1:3.1.2-2.1build1.1 amd64 [installed,local]
libavahi-client3/now 0.8-13ubuntu6.1 amd64 [installed,local]
libavahi-common-data/now 0.8-13ubuntu6.1 amd64 [installed,local]
libavahi-common3/now 0.8-13ubuntu6.1 amd64 [installed,local]
libavc1394-0/now 0.5.4-5build3 amd64 [installed,local]
libavcodec60/now 7:6.1.1-3ubuntu5 amd64 [installed,local]
libavdevice60/now 7:6.1.1-3ubuntu5 amd64 [installed,local]
libavfilter9/now 7:6.1.1-3ubuntu5 amd64 [installed,local]
libavformat60/now 7:6.1.1-3ubuntu5 amd64 [installed,local]
libavutil58/now 7:6.1.1-3ubuntu5 amd64 [installed,local]
libbinutils/now 2.42-4ubuntu2.8 amd64 [installed,local]
libblas3/now 3.12.0-3build1.1 amd64 [installed,local]
libblkid1/now 2.39.3-9ubuntu6.5 amd64 [installed,local]
libbluray2/now 1:1.3.4-1build1 amd64 [installed,local]
libbrotli1/now 1.1.0-2build2 amd64 [installed,local]
libbs2b0/now 3.1.0+dfsg-7build1 amd64 [installed,local]
libbsd0/now 0.12.1-1build1.1 amd64 [installed,local]
libbz2-1.0/now 1.0.8-5.1build0.1 amd64 [installed,local]
libc-bin/now 2.39-0ubuntu8.7 amd64 [installed,local]
libc-dev-bin/now 2.39-0ubuntu8.7 amd64 [installed,local]
libc6-dev/now 2.39-0ubuntu8.7 amd64 [installed,local]
libc6/now 2.39-0ubuntu8.7 amd64 [installed,local]
libcaca0/now 0.99.beta20-4ubuntu0.1 amd64 [installed,local]
libcairo-gobject2/now 1.18.0-3build1 amd64 [installed,local]
libcairo2/now 1.18.0-3build1 amd64 [installed,local]
libcap-ng0/now 0.8.4-2build2 amd64 [installed,local]
libcap2/now 1:2.66-5ubuntu2.2 amd64 [installed,local]
libcbor0.10/now 0.10.2-1.2ubuntu2 amd64 [installed,local]
libcc1-0/now 14.2.0-4ubuntu2~24.04.1 amd64 [installed,local]
libcdio-cdda2t64/now 10.2+2.0.1-1.1build2 amd64 [installed,local]
libcdio-paranoia2t64/now 10.2+2.0.1-1.1build2 amd64 [installed,local]
libcdio19t64/now 2.1.0-4.1ubuntu1.2 amd64 [installed,local]
libchromaprint1/now 1.5.1-5 amd64 [installed,local]
libcjson1/now 1.7.17-1 amd64 [installed,local]
libcodec2-1.2/now 1.2.0-2build1 amd64 [installed,local]
libcom-err2/now 1.47.0-2.4~exp1ubuntu4.1 amd64 [installed,local]
libcommons-logging-java/now 1.3.0-1ubuntu1 all [installed,local]
libcommons-parent-java/now 56-1 all [installed,local]
libcrypt-dev/now 1:4.4.36-4build1 amd64 [installed,local]
libcrypt1/now 1:4.4.36-4build1 amd64 [installed,local]
libctf-nobfd0/now 2.42-4ubuntu2.8 amd64 [installed,local]
libctf0/now 2.42-4ubuntu2.8 amd64 [installed,local]
libcups2t64/now 2.4.7-1.2ubuntu7.9 amd64 [installed,local]
libcurl3t64-gnutls/now 8.5.0-2ubuntu10.8 amd64 [installed,local]
libcurl4t64/now 8.5.0-2ubuntu10.8 amd64 [installed,local]
libdatrie1/now 0.2.13-3build1 amd64 [installed,local]
libdav1d7/now 1.4.1-1build1 amd64 [installed,local]
libdb5.3t64/now 5.3.28+dfsg2-7 amd64 [installed,local]
libdbus-1-3/now 1.14.10-4ubuntu4.1 amd64 [installed,local]
libdc1394-25/now 2.2.6-4build1 amd64 [installed,local]
libde265-0/now 1.0.15-1build3 amd64 [installed,local]
libdebconfclient0/now 0.271ubuntu3 amd64 [installed,local]
libdecor-0-0/now 0.2.2-1build2 amd64 [installed,local]
libdeflate0/now 1.19-1build1.1 amd64 [installed,local]
libdpkg-perl/now 1.22.6ubuntu6.5 all [installed,local]
libdrm-amdgpu1/now 2.4.125-1ubuntu0.1~24.04.1 amd64 [installed,local]
libdrm-common/now 2.4.125-1ubuntu0.1~24.04.1 all [installed,local]
libdrm-intel1/now 2.4.125-1ubuntu0.1~24.04.1 amd64 [installed,local]
libdrm2/now 2.4.125-1ubuntu0.1~24.04.1 amd64 [installed,local]
libedit2/now 3.1-20230828-1build1 amd64 [installed,local]
libelf1t64/now 0.190-1.1ubuntu0.1 amd64 [installed,local]
liberror-perl/now 0.17029-2 all [installed,local]
libexpat1/now 2.6.1-2ubuntu0.4 amd64 [installed,local]
libext2fs2t64/now 1.47.0-2.4~exp1ubuntu4.1 amd64 [installed,local]
libffi8/now 3.4.6-1build1 amd64 [installed,local]
libfftw3-double3/now 3.3.10-1ubuntu3 amd64 [installed,local]
libfido2-1/now 1.14.0-1build3 amd64 [installed,local]
libflac12t64/now 1.4.3+ds-2.1ubuntu2 amd64 [installed,local]
libflite1/now 2.2-6build3 amd64 [installed,local]
libfontbox-java/now 1:1.8.16-5 all [installed,local]
libfontconfig1/now 2.15.0-1.1ubuntu2 amd64 [installed,local]
libfontenc1/now 1:1.1.8-1build1 amd64 [installed,local]
libfreetype6/now 2.13.2+dfsg-1ubuntu0.1 amd64 [installed,local]
libfribidi0/now 1.0.13-3build1 amd64 [installed,local]
libgbm1/now 25.2.8-0ubuntu0.24.04.1 amd64 [installed,local]
libgcc-13-dev/now 13.3.0-6ubuntu2~24.04.1 amd64 [installed,local]
libgcc-s1/now 14.2.0-4ubuntu2~24.04.1 amd64 [installed,local]
libgcrypt20/now 1.10.3-2build1 amd64 [installed,local]
libgd3/now 2.3.3-9ubuntu5 amd64 [installed,local]
libgdbm-compat4t64/now 1.23-5.1build1 amd64 [installed,local]
libgdbm6t64/now 1.23-5.1build1 amd64 [installed,local]
libgdk-pixbuf-2.0-0/now 2.42.10+dfsg-3ubuntu3.2 amd64 [installed,local]
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vim-tiny/now 2:9.1.0016-1ubuntu7.9 amd64 [installed,local]
wget/now 1.21.4-1ubuntu4.1 amd64 [installed,local]
x11-common/now 1:7.7+23ubuntu3 all [installed,local]
xclip/now 0.13-3 amd64 [installed,local]
xdg-utils/now 1.1.3-4.1ubuntu3 all [installed,local]
xfonts-encodings/now 1:1.0.5-0ubuntu2 all [installed,local]
xfonts-utils/now 1:7.7+6build3 amd64 [installed,local]
xkb-data/now 2.41-2ubuntu1.1 all [installed,local]
xz-utils/now 5.6.1+really5.4.5-1ubuntu0.2 amd64 [installed,local]
zlib1g/now 1:1.3.dfsg-3.1ubuntu2.1 amd64 [installed,local]

R Packages

R --version:

R version 4.4.3 (2025-02-28) -- "Trophy Case"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-conda-linux-gnu

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under the terms of the
GNU General Public License versions 2 or 3.
For more information about these matters see
https://www.gnu.org/licenses/.

R --silent -e 'installed.packages(.Library)[, c(1,3)]':

> installed.packages(.Library)[, c(1,3)]
                     Package                Version
abind                "abind"                "1.4-8"
anndata              "anndata"              "0.7.5.6"
AnnotationDbi        "AnnotationDbi"        "1.68.0"
AnnotationFilter     "AnnotationFilter"     "1.30.0"
ape                  "ape"                  "5.8-1"
aplot                "aplot"                "0.2.9"
arrow                "arrow"                "21.0.0"
askpass              "askpass"              "1.2.1"
assertthat           "assertthat"           "0.2.1"
assorthead           "assorthead"           "1.0.0"
backports            "backports"            "1.5.0"
base                 "base"                 "4.4.3"
base64enc            "base64enc"            "0.1-6"
basilisk             "basilisk"             "1.18.0"
basilisk.utils       "basilisk.utils"       "1.18.0"
batchelor            "batchelor"            "1.22.0"
beachmat             "beachmat"             "2.22.0"
beeswarm             "beeswarm"             "0.4.0"
BH                   "BH"                   "1.87.0-1"
Biobase              "Biobase"              "2.66.0"
BiocFileCache        "BiocFileCache"        "2.14.0"
BiocGenerics         "BiocGenerics"         "0.52.0"
BiocIO               "BiocIO"               "1.16.0"
BiocManager          "BiocManager"          "1.30.27"
BiocNeighbors        "BiocNeighbors"        "2.0.0"
BiocParallel         "BiocParallel"         "1.40.0"
BiocSingular         "BiocSingular"         "1.22.0"
biomaRt              "biomaRt"              "2.62.0"
Biostrings           "Biostrings"           "2.74.0"
biovizBase           "biovizBase"           "1.54.0"
bit                  "bit"                  "4.6.0"
bit64                "bit64"                "4.6.0-1"
bitops               "bitops"               "1.0-9"
blob                 "blob"                 "1.3.0"
bluster              "bluster"              "1.16.0"
boot                 "boot"                 "1.3-32"
brew                 "brew"                 "1.0-10"
brio                 "brio"                 "1.1.5"
broom                "broom"                "1.0.12"
broom.helpers        "broom.helpers"        "1.22.0"
BSgenome             "BSgenome"             "1.74.0"
bslib                "bslib"                "0.10.0"
cachem               "cachem"               "1.1.0"
Cairo                "Cairo"                "1.7-0"
callr                "callr"                "3.7.6"
car                  "car"                  "3.1-5"
carData              "carData"              "3.0-6"
cards                "cards"                "0.7.1"
caret                "caret"                "7.0-1"
caTools              "caTools"              "1.18.3"
CCPlotR              "CCPlotR"              "1.4.0"
cellranger           "cellranger"           "1.1.0"
checkmate            "checkmate"            "2.3.3"
circlize             "circlize"             "0.4.17"
class                "class"                "7.3-23"
cli                  "cli"                  "3.6.5"
clipr                "clipr"                "0.8.0"
clock                "clock"                "0.7.4"
clue                 "clue"                 "0.3-67"
cluster              "cluster"              "2.1.8.2"
clusterProfiler      "clusterProfiler"      "4.14.0"
clustree             "clustree"             "0.5.1"
codetools            "codetools"            "0.2-20"
collections          "collections"          "0.3.11"
colorspace           "colorspace"           "2.1-2"
commonmark           "commonmark"           "2.0.0"
compiler             "compiler"             "4.4.3"
ComplexHeatmap       "ComplexHeatmap"       "2.22.0"
conflicted           "conflicted"           "1.2.0"
conquer              "conquer"              "1.3.3"
corrplot             "corrplot"             "0.95"
cowplot              "cowplot"              "1.2.0"
cpp11                "cpp11"                "0.5.3"
crayon               "crayon"               "1.5.3"
credentials          "credentials"          "2.0.3"
crosstalk            "crosstalk"            "1.2.2"
crul                 "crul"                 "1.6.0"
curl                 "curl"                 "7.0.0"
cyclocomp            "cyclocomp"            "1.1.2"
data.table           "data.table"           "1.17.8"
datasets             "datasets"             "4.4.3"
DBI                  "DBI"                  "1.3.0"
dbplyr               "dbplyr"               "2.5.2"
decoupleR            "decoupleR"            "2.12.0"
DelayedArray         "DelayedArray"         "0.32.0"
DelayedMatrixStats   "DelayedMatrixStats"   "1.28.0"
deldir               "deldir"               "2.0-4"
Deriv                "Deriv"                "4.2.0"
desc                 "desc"                 "1.4.3"
DESeq2               "DESeq2"               "1.46.0"
devtools             "devtools"             "2.4.6"
diagram              "diagram"              "1.6.5"
dials                "dials"                "1.4.2"
DiceDesign           "DiceDesign"           "1.10"
dichromat            "dichromat"            "2.0-0.1"
diffobj              "diffobj"              "0.3.6"
digest               "digest"               "0.6.39"
dir.expiry           "dir.expiry"           "1.14.0"
doBy                 "doBy"                 "4.7.1"
doParallel           "doParallel"           "1.0.17"
DOSE                 "DOSE"                 "4.0.0"
dotCall64            "dotCall64"            "1.2"
downlit              "downlit"              "0.4.5"
dplyr                "dplyr"                "1.2.0"
dqrng                "dqrng"                "0.3.2"
dtplyr               "dtplyr"               "1.3.3"
e1071                "e1071"                "1.7-17"
edgeR                "edgeR"                "4.4.0"
ellipsis             "ellipsis"             "0.3.2"
enrichplot           "enrichplot"           "1.26.1"
ensembldb            "ensembldb"            "2.30.0"
evaluate             "evaluate"             "1.0.5"
fansi                "fansi"                "1.0.7"
farver               "farver"               "2.1.2"
fastcluster          "fastcluster"          "1.3.0"
fastDummies          "fastDummies"          "1.7.5"
fastmap              "fastmap"              "1.2.0"
fastmatch            "fastmatch"            "1.1-8"
feather              "feather"              "0.4.0"
fgsea                "fgsea"                "1.32.2"
filelock             "filelock"             "1.0.3"
fitdistrplus         "fitdistrplus"         "1.2-6"
FNN                  "FNN"                  "1.1.4.1"
fontawesome          "fontawesome"          "0.5.3"
fontBitstreamVera    "fontBitstreamVera"    "0.1.1"
fontLiberation       "fontLiberation"       "0.1.0"
fontquiver           "fontquiver"           "0.2.1"
forcats              "forcats"              "1.0.1"
foreach              "foreach"              "1.5.2"
forecast             "forecast"             "9.0.1"
foreign              "foreign"              "0.8-91"
formatR              "formatR"              "1.14"
Formula              "Formula"              "1.2-5"
fracdiff             "fracdiff"             "1.5-3"
fs                   "fs"                   "1.6.6"
furrr                "furrr"                "0.3.1"
futile.logger        "futile.logger"        "1.4.9"
futile.options       "futile.options"       "1.0.1"
future               "future"               "1.70.0"
future.apply         "future.apply"         "1.20.2"
gargle               "gargle"               "1.6.1"
gbRd                 "gbRd"                 "0.4.12"
gdtools              "gdtools"              "0.5.0"
generics             "generics"             "0.1.4"
GenomeInfoDb         "GenomeInfoDb"         "1.42.0"
GenomeInfoDbData     "GenomeInfoDbData"     "1.2.13"
GenomicAlignments    "GenomicAlignments"    "1.42.0"
GenomicFeatures      "GenomicFeatures"      "1.58.0"
GenomicRanges        "GenomicRanges"        "1.58.0"
gert                 "gert"                 "2.3.1"
GetoptLong           "GetoptLong"           "1.1.0"
gfonts               "gfonts"               "0.2.0"
GGally               "GGally"               "2.4.0"
ggbeeswarm           "ggbeeswarm"           "0.7.3"
ggbump               "ggbump"               "0.1.0"
ggforce              "ggforce"              "0.5.0"
ggfun                "ggfun"                "0.2.0"
ggh4x                "ggh4x"                "0.3.1"
ggiraph              "ggiraph"              "0.9.5"
ggnewscale           "ggnewscale"           "0.5.2"
ggplot2              "ggplot2"              "4.0.2"
ggplotify            "ggplotify"            "0.1.3"
ggpubr               "ggpubr"               "0.6.3"
ggraph               "ggraph"               "2.2.2"
ggrastr              "ggrastr"              "1.0.2"
ggrepel              "ggrepel"              "0.9.6"
ggridges             "ggridges"             "0.5.7"
ggsci                "ggsci"                "4.2.0"
ggsignif             "ggsignif"             "0.6.4"
ggstats              "ggstats"              "0.13.0"
ggtangle             "ggtangle"             "0.1.1"
ggtext               "ggtext"               "0.1.2"
ggthemes             "ggthemes"             "5.2.0"
ggtree               "ggtree"               "3.14.0"
ggupset              "ggupset"              "0.4.1"
ggvenn               "ggvenn"               "0.1.19"
gh                   "gh"                   "1.5.0"
gitcreds             "gitcreds"             "0.1.2"
GlobalOptions        "GlobalOptions"        "0.1.3"
globals              "globals"              "0.19.1"
glue                 "glue"                 "1.8.0"
GO.db                "GO.db"                "3.20.0"
goftest              "goftest"              "1.2-3"
googledrive          "googledrive"          "2.1.2"
googlesheets4        "googlesheets4"        "1.1.2"
GOSemSim             "GOSemSim"             "2.32.0"
gower                "gower"                "1.0.2"
GPfit                "GPfit"                "1.0-9"
gplots               "gplots"               "3.3.0"
graph                "graph"                "1.84.0"
graphics             "graphics"             "4.4.3"
graphlayouts         "graphlayouts"         "1.2.3"
grDevices            "grDevices"            "4.4.3"
grid                 "grid"                 "4.4.3"
gridExtra            "gridExtra"            "2.3"
gridGraphics         "gridGraphics"         "0.5-1"
gridtext             "gridtext"             "0.1.6"
grImport             "grImport"             "0.9-7"
gson                 "gson"                 "0.1.0"
gtable               "gtable"               "0.3.6"
gtools               "gtools"               "3.9.5"
Gviz                 "Gviz"                 "1.50.0"
hardhat              "hardhat"              "1.4.2"
harmony              "harmony"              "1.2.4"
haven                "haven"                "2.5.5"
HDF5Array            "HDF5Array"            "1.34.0"
here                 "here"                 "1.0.2"
hexbin               "hexbin"               "1.28.5"
highr                "highr"                "0.12"
Hmisc                "Hmisc"                "5.2-5"
hms                  "hms"                  "1.1.4"
htmlTable            "htmlTable"            "2.4.3"
htmltools            "htmltools"            "0.5.9"
htmlwidgets          "htmlwidgets"          "1.6.4"
httpcode             "httpcode"             "0.3.0"
httpuv               "httpuv"               "1.6.16"
httr                 "httr"                 "1.4.8"
httr2                "httr2"                "1.2.2"
ica                  "ica"                  "1.0-3"
ids                  "ids"                  "1.0.1"
igraph               "igraph"               "2.1.4"
infer                "infer"                "1.1.0"
ini                  "ini"                  "0.3.1"
InteractionSet       "InteractionSet"       "1.34.0"
interp               "interp"               "1.1-6"
ipred                "ipred"                "0.9-15"
IRanges              "IRanges"              "2.40.0"
IRdisplay            "IRdisplay"            "1.1"
IRkernel             "IRkernel"             "1.3.2"
irlba                "irlba"                "2.3.7"
isoband              "isoband"              "0.3.0"
iterators            "iterators"            "1.0.14"
janitor              "janitor"              "2.2.1"
jpeg                 "jpeg"                 "0.1-11"
jquerylib            "jquerylib"            "0.1.4"
jsonlite             "jsonlite"             "2.0.0"
KEGGREST             "KEGGREST"             "1.46.0"
kernlab              "kernlab"              "0.9-33"
KernSmooth           "KernSmooth"           "2.23-26"
knitr                "knitr"                "1.51"
ks                   "ks"                   "1.15.1"
labeling             "labeling"             "0.4.3"
labelled             "labelled"             "2.16.0"
lambda.r             "lambda.r"             "1.2.4"
languageserver       "languageserver"       "0.3.17"
later                "later"                "1.4.8"
lattice              "lattice"              "0.22-9"
latticeExtra         "latticeExtra"         "0.6-31"
lava                 "lava"                 "1.8.2"
lazyeval             "lazyeval"             "0.2.2"
leidenbase           "leidenbase"           "0.1.36"
lhs                  "lhs"                  "1.2.1"
lifecycle            "lifecycle"            "1.0.5"
limma                "limma"                "3.62.1"
lintr                "lintr"                "3.3.0-1"
listenv              "listenv"              "0.10.1"
litedown             "litedown"             "0.9"
lme4                 "lme4"                 "1.1-38"
lmtest               "lmtest"               "0.9-40"
locfit               "locfit"               "1.5-9.12"
LoomExperiment       "LoomExperiment"       "1.24.0"
lubridate            "lubridate"            "1.9.5"
magrittr             "magrittr"             "2.0.4"
markdown             "markdown"             "2.0"
MASS                 "MASS"                 "7.3-65"
MAST                 "MAST"                 "1.32.0"
Matrix               "Matrix"               "1.7-4"
MatrixGenerics       "MatrixGenerics"       "1.18.0"
MatrixModels         "MatrixModels"         "0.5-4"
matrixStats          "matrixStats"          "1.5.0"
mclust               "mclust"               "6.1.2"
memoise              "memoise"              "2.0.1"
metapod              "metapod"              "1.14.0"
methods              "methods"              "4.4.3"
mgcv                 "mgcv"                 "1.9-4"
microbenchmark       "microbenchmark"       "1.5.0"
mime                 "mime"                 "0.13"
miniUI               "miniUI"               "0.1.2"
minqa                "minqa"                "1.2.8"
misc3d               "misc3d"               "0.9-2"
modeldata            "modeldata"            "1.5.1"
modelenv             "modelenv"             "0.2.0"
ModelMetrics         "ModelMetrics"         "1.2.2.2"
modelr               "modelr"               "0.1.11"
multicool            "multicool"            "1.0.1"
munsell              "munsell"              "0.5.1"
mvtnorm              "mvtnorm"              "1.3-3"
Nebulosa             "Nebulosa"             "1.16.0"
nlme                 "nlme"                 "3.1-168"
nloptr               "nloptr"               "2.2.1"
nnet                 "nnet"                 "7.3-20"
numDeriv             "numDeriv"             "2016.8-1.1"
nycflights13         "nycflights13"         "1.0.2"
openssl              "openssl"              "2.3.5"
openxlsx             "openxlsx"             "4.2.8.1"
org.Hs.eg.db         "org.Hs.eg.db"         "3.20.0"
org.Mm.eg.db         "org.Mm.eg.db"         "3.20.0"
otel                 "otel"                 "0.2.0"
paletteer            "paletteer"            "1.7.0"
parallel             "parallel"             "4.4.3"
parallelDist         "parallelDist"         "0.2.7"
parallelly           "parallelly"           "1.46.1"
parsnip              "parsnip"              "1.4.1"
patchwork            "patchwork"            "1.3.2"
pbapply              "pbapply"              "1.7-4"
pbdZMQ               "pbdZMQ"               "0.3-14"
pbkrtest             "pbkrtest"             "0.5.5"
pheatmap             "pheatmap"             "1.0.13"
pillar               "pillar"               "1.11.1"
pkgbuild             "pkgbuild"             "1.4.8"
pkgconfig            "pkgconfig"            "2.0.3"
pkgdown              "pkgdown"              "2.2.0"
pkgload              "pkgload"              "1.5.0"
plogr                "plogr"                "0.2.0"
plot3D               "plot3D"               "1.4.2"
plotly               "plotly"               "4.12.0"
plyr                 "plyr"                 "1.8.9"
png                  "png"                  "0.1-8"
polyclip             "polyclip"             "1.10-7"
polynom              "polynom"              "1.4-1"
pracma               "pracma"               "2.4.6"
praise               "praise"               "1.0.0"
presto               "presto"               "1.0.0"
prettyunits          "prettyunits"          "1.2.0"
prismatic            "prismatic"            "1.1.2"
pROC                 "pROC"                 "1.19.0.1"
processx             "processx"             "3.8.6"
prodlim              "prodlim"              "2026.03.11"
profvis              "profvis"              "0.4.0"
progress             "progress"             "1.2.3"
progressr            "progressr"            "0.18.0"
promises             "promises"             "1.5.0"
ProtGenerics         "ProtGenerics"         "1.38.0"
proxy                "proxy"                "0.4-29"
ps                   "ps"                   "1.9.1"
purrr                "purrr"                "1.2.1"
quadprog             "quadprog"             "1.5-8"
quantmod             "quantmod"             "0.4.28"
quantreg             "quantreg"             "6.1"
qvalue               "qvalue"               "2.38.0"
R.cache              "R.cache"              "0.17.0"
R.methodsS3          "R.methodsS3"          "1.8.2"
R.oo                 "R.oo"                 "1.27.1"
R.utils              "R.utils"              "2.13.0"
R6                   "R6"                   "2.6.1"
ragg                 "ragg"                 "1.5.1"
randomForest         "randomForest"         "4.7-1.2"
RANN                 "RANN"                 "2.6.2"
rappdirs             "rappdirs"             "0.3.4"
rbibutils            "rbibutils"            "2.4.1"
rcmdcheck            "rcmdcheck"            "1.4.0"
RColorBrewer         "RColorBrewer"         "1.1-3"
Rcpp                 "Rcpp"                 "1.1.1"
RcppAnnoy            "RcppAnnoy"            "0.0.23"
RcppArmadillo        "RcppArmadillo"        "15.2.3-1"
RcppEigen            "RcppEigen"            "0.3.4.0.2"
RcppHNSW             "RcppHNSW"             "0.6.0"
RcppML               "RcppML"               "0.3.7"
RcppParallel         "RcppParallel"         "5.1.11-2"
RcppProgress         "RcppProgress"         "0.4.2"
RcppTOML             "RcppTOML"             "0.2.3"
RCurl                "RCurl"                "1.98-1.17"
Rdpack               "Rdpack"               "2.6.6"
readr                "readr"                "2.2.0"
readxl               "readxl"               "1.4.5"
recipes              "recipes"              "1.3.1"
reformulas           "reformulas"           "0.4.4"
rematch              "rematch"              "2.0.0"
rematch2             "rematch2"             "2.1.2"
remotes              "remotes"              "2.5.0"
repr                 "repr"                 "1.1.7"
reprex               "reprex"               "2.1.1"
reshape2             "reshape2"             "1.4.5"
ResidualMatrix       "ResidualMatrix"       "1.16.0"
restfulr             "restfulr"             "0.0.16"
reticulate           "reticulate"           "1.45.0"
rex                  "rex"                  "1.2.1"
Rgraphviz            "Rgraphviz"            "2.50.0"
rhdf5                "rhdf5"                "2.50.0"
rhdf5filters         "rhdf5filters"         "1.18.0"
Rhdf5lib             "Rhdf5lib"             "1.28.0"
RhpcBLASctl          "RhpcBLASctl"          "0.23-42"
Rhtslib              "Rhtslib"              "3.2.0"
rjson                "rjson"                "0.2.23"
rlang                "rlang"                "1.1.7"
rmarkdown            "rmarkdown"            "2.30"
ROCR                 "ROCR"                 "1.0-12"
RODBC                "RODBC"                "1.3-26.1"
roxygen2             "roxygen2"             "7.3.3"
rpart                "rpart"                "4.1.24"
rprojroot            "rprojroot"            "2.1.1"
rsample              "rsample"              "1.3.2"
Rsamtools            "Rsamtools"            "2.22.0"
RSpectra             "RSpectra"             "0.16-2"
RSQLite              "RSQLite"              "2.4.6"
rstatix              "rstatix"              "0.7.3"
rstudioapi           "rstudioapi"           "0.18.0"
rsvd                 "rsvd"                 "1.0.5"
rtracklayer          "rtracklayer"          "1.66.0"
Rtsne                "Rtsne"                "0.17"
rversions            "rversions"            "3.0.0"
rvest                "rvest"                "1.0.5"
S4Arrays             "S4Arrays"             "1.6.0"
S4Vectors            "S4Vectors"            "0.44.0"
S7                   "S7"                   "0.2.1"
sass                 "sass"                 "0.4.10"
ScaledMatrix         "ScaledMatrix"         "1.14.0"
scales               "scales"               "1.4.0"
scater               "scater"               "1.34.1"
scattermore          "scattermore"          "1.2"
scatterpie           "scatterpie"           "0.2.6"
scran                "scran"                "1.34.0"
sctransform          "sctransform"          "0.4.3"
scuttle              "scuttle"              "1.16.0"
selectr              "selectr"              "0.5-1"
sessioninfo          "sessioninfo"          "1.2.3"
Seurat               "Seurat"               "5.4.0"
SeuratObject         "SeuratObject"         "5.3.0"
sfd                  "sfd"                  "0.1.0"
shadowtext           "shadowtext"           "0.1.6"
shape                "shape"                "1.4.6.1"
shiny                "shiny"                "1.13.0"
SingleCellExperiment "SingleCellExperiment" "1.28.0"
sitmo                "sitmo"                "2.0.2"
slam                 "slam"                 "0.1-55"
slider               "slider"               "0.3.3"
snakecase            "snakecase"            "0.11.1"
snow                 "snow"                 "0.4-4"
sourcetools          "sourcetools"          "0.1.7-1"
sp                   "sp"                   "2.2-1"
spam                 "spam"                 "2.11-3"
SparseArray          "SparseArray"          "1.6.0"
SparseM              "SparseM"              "1.84-2"
sparseMatrixStats    "sparseMatrixStats"    "1.18.0"
sparsevctrs          "sparsevctrs"          "0.3.5"
spatstat.data        "spatstat.data"        "3.1-9"
spatstat.explore     "spatstat.explore"     "3.7-0"
spatstat.geom        "spatstat.geom"        "3.7-0"
spatstat.random      "spatstat.random"      "3.4-4"
spatstat.sparse      "spatstat.sparse"      "3.1-0"
spatstat.univar      "spatstat.univar"      "3.1-6"
spatstat.utils       "spatstat.utils"       "3.2-1"
splines              "splines"              "4.4.3"
SQUAREM              "SQUAREM"              "2026.1"
statmod              "statmod"              "1.5.1"
stats                "stats"                "4.4.3"
stats4               "stats4"               "4.4.3"
strawr               "strawr"               "0.0.92"
stringi              "stringi"              "1.8.7"
stringr              "stringr"              "1.6.0"
styler               "styler"               "1.11.0"
SummarizedExperiment "SummarizedExperiment" "1.36.0"
survival             "survival"             "3.8-6"
svglite              "svglite"              "2.2.2"
sys                  "sys"                  "3.4.3"
systemfonts          "systemfonts"          "1.3.2"
tailor               "tailor"               "0.1.0"
tcltk                "tcltk"                "4.4.3"
tensor               "tensor"               "1.5.1"
testthat             "testthat"             "3.3.2"
textshape            "textshape"            "1.7.5"
textshaping          "textshaping"          "1.0.5"
tibble               "tibble"               "3.3.1"
tidygraph            "tidygraph"            "1.3.0"
tidymodels           "tidymodels"           "1.4.1"
tidyr                "tidyr"                "1.3.2"
tidyselect           "tidyselect"           "1.2.1"
tidytree             "tidytree"             "0.4.7"
tidyverse            "tidyverse"            "2.0.0"
timechange           "timechange"           "0.4.0"
timeDate             "timeDate"             "4052.112"
tinytex              "tinytex"              "0.58"
tools                "tools"                "4.4.3"
topGO                "topGO"                "2.58.0"
trackViewer          "trackViewer"          "1.42.0"
treeio               "treeio"               "1.30.0"
triebeard            "triebeard"            "0.4.1"
tseries              "tseries"              "0.10-60"
TTR                  "TTR"                  "0.24.4"
tune                 "tune"                 "2.0.1"
tweenr               "tweenr"               "2.0.3"
txdbmaker            "txdbmaker"            "1.2.0"
tzdb                 "tzdb"                 "0.5.0"
UCSC.utils           "UCSC.utils"           "1.2.0"
urca                 "urca"                 "1.3-4"
urlchecker           "urlchecker"           "1.0.1"
urltools             "urltools"             "1.7.3.1"
usethis              "usethis"              "3.2.1"
utf8                 "utf8"                 "1.2.6"
utils                "utils"                "4.4.3"
uuid                 "uuid"                 "1.2-2"
uwot                 "uwot"                 "0.2.4"
VariantAnnotation    "VariantAnnotation"    "1.52.0"
vctrs                "vctrs"                "0.7.1"
vipor                "vipor"                "0.4.7"
viridis              "viridis"              "0.6.5"
viridisLite          "viridisLite"          "0.4.3"
vroom                "vroom"                "1.6.7"
waldo                "waldo"                "0.6.2"
warp                 "warp"                 "0.2.3"
wesanderson          "wesanderson"          "0.3.7"
whisker              "whisker"              "0.4.1"
withr                "withr"                "3.0.2"
workflows            "workflows"            "1.3.0"
workflowsets         "workflowsets"         "1.1.1"
writexl              "writexl"              "1.5.4"
xfun                 "xfun"                 "0.56"
XML                  "XML"                  "3.99-0.22"
xml2                 "xml2"                 "1.5.2"
xmlparsedata         "xmlparsedata"         "1.0.5"
xopen                "xopen"                "1.0.1"
xtable               "xtable"               "1.8-8"
xts                  "xts"                  "0.14.2"
XVector              "XVector"              "0.46.0"
yaml                 "yaml"                 "2.3.12"
yardstick            "yardstick"            "1.3.2"
yulab.utils          "yulab.utils"          "0.2.4"
zellkonverter        "zellkonverter"        "1.16.0"
zip                  "zip"                  "2.3.3"
zlibbioc             "zlibbioc"             "1.52.0"
zoo                  "zoo"                  "1.8-14"
>
>

Julia Packages

julia -E 'using InteractiveUtils; versioninfo()':

Julia Version 1.12.5
Commit 5fe89b8ddc1 (2026-02-09 16:05 UTC)
Build Info:
  Official https://julialang.org release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: 4 × AMD EPYC 7763 64-Core Processor
  WORD_SIZE: 64
  LLVM: libLLVM-18.1.7 (ORCJIT, znver3)
  GC: Built with stock GC
Threads: 1 default, 1 interactive, 1 GC (on 4 virtual cores)
Environment:
  JULIA_DEPOT_PATH = /opt/julia
  JULIA_PKGDIR = /opt/julia
  LD_LIBRARY_PATH = :/usr/local/nvidia/lib64
nothing

julia -E 'import Pkg; Pkg.status()':

Status `/opt/julia/environments/v1.12/Project.toml`
  [f67ccb44] HDF5 v0.17.2
  [7073ff75] IJulia v1.34.4
  [c3e4b0f8] Pluto v0.20.24
nothing
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