Python 3.11.3-GCCcore-12.3.0

There is a newer install of Python

Python is a programming language that lets you work more quickly and integrate your systems more effectively.

Accessing Python 3.11.3-GCCcore-12.3.0

To load the module for Python 3.11.3-GCCcore-12.3.0 please use this command on the BEAR systems (BlueBEAR and BEAR Cloud VMs):

📋 module load bear-apps/2023a module load Python/3.11.3-GCCcore-12.3.0

BEAR Apps Version

Architectures

EL8-emeraldrapids — EL8-icelake — EL8-sapphirerapids

The listed architectures consist of two parts: OS-CPU. The OS used is represented by EL and there are several different processor (CPU) types available on BlueBEAR. More information about the processor types on BlueBEAR is available on the BlueBEAR Job Submission page.

Extensions

flit_core 3.9.0
packaging 23.1
pip 23.1.2
setuptools 67.7.2
setuptools_scm 7.1.0
tomli 2.0.1
typing_extensions 4.6.3
wheel 0.40.0

More Information

For more information visit the Python website.

Dependencies

This version of Python has a direct dependency on: binutils/2.40-GCCcore-12.3.0 bzip2/1.0.8-GCCcore-12.3.0 GCCcore/12.3.0 libffi/3.4.4-GCCcore-12.3.0 libreadline/8.2-GCCcore-12.3.0 ncurses/6.4-GCCcore-12.3.0 OpenSSL/1.1 SQLite/3.42.0-GCCcore-12.3.0 XZ/5.4.2-GCCcore-12.3.0 zlib/1.2.13-GCCcore-12.3.0

Required By

This version of Python is a direct dependent of: absl-py/2.1.0-GCCcore-12.3.0 accelerate/0.33.0-foss-2023a accelerate/0.33.0-foss-2023a-CUDA-12.1.1 aiohttp/3.8.5-GCCcore-12.3.0 Ambuild/2.0.0-foss-2023a Ambuild/2.0.0-foss-2023a-CUDA-12.1.1 anndata/0.10.5.post1-foss-2023a archspec/0.2.1-GCCcore-12.3.0 Arrow/14.0.1-gfbf-2023a ArviZ/0.16.1-foss-2023a ASE/3.24.0-gfbf-2023a ASE/3.22.1-gfbf-2023a ASE/3.23.0-gfbf-2023a attrdict3/2.0.2-GCCcore-12.3.0 awscli/2.17.54-GCCcore-12.3.0 baymobil/0.3.7-gfbf-2023a bcbio-gff/0.7.1-foss-2023a bcrypt/4.0.1-GCCcore-12.3.0 BeautifulSoup/4.12.2-GCCcore-12.3.0 biom-format/2.1.15-foss-2023a Biopython/1.83-foss-2023a BlobTools/1.1.1-foss-2023a bokeh/3.2.2-foss-2023a Boost.Python/1.82.0-GCC-12.3.0 Boost.Python-NumPy/1.82.0-gfbf-2023a boto3/1.28.70-GCCcore-12.3.0 Bowtie2/2.5.4-GCC-12.3.0 build/1.0.3-foss-2023a BUSCO/5.8.2-foss-2023a bx-python/0.10.0-foss-2023a cads-api-client/1.5.0-GCCcore-12.3.0 Cantera/3.1.0-foss-2023a Cartopy/0.22.0-foss-2023a CASTEP/22.11-foss-2023a CASTEP/25.1.1-foss-2023a CASTEP/24.1-foss-2023a cdsapi/0.7.4-GCCcore-12.3.0 cds_insertion/0.1dev-20240521-foss-2023a CellBender/0.3.2-foss-2023a CellBender/0.3.2-foss-2023a-CUDA-12.1.1 CellChat/2.1.2-foss-2023a-R-4.4.1 CESM/2.1.5-foss-2023a cffi/1.15.1-GCCcore-12.3.0 CMSeq/1.0.4-foss-2023a contextily/1.5.0-foss-2023a cppy/1.2.1-GCCcore-12.3.0 cryptography/41.0.1-GCCcore-12.3.0 CUDA-Python/12.1.0-gfbf-2023a-CUDA-12.1.1 cutadapt/4.9-GCCcore-12.3.0 Cython/3.0.8-GCCcore-12.3.0 darshan/3.5.0-intel-2023a darshan/3.5.0-foss-2023a dask/2023.9.2-foss-2023a dask/2023.12.1-foss-2023a deepdiff/6.7.1-GCCcore-12.3.0 DeltaLake/0.15.1-gfbf-2023a DendroPy/4.6.1-GCCcore-12.3.0 DFTB+/23.1-foss-2023a dill/0.3.7-GCCcore-12.3.0 dominate/2.9.1-GCCcore-12.3.0 draco/1.5.7-foss-2023a DynaMight/0.0.0.20240319.eef4aa6-foss-2023a-CUDA-12.1.1 e3nn/0.4.4-foss-2023a-CUDA-12.1.1 earthengine-api/0.1.413-foss-2023a earthpy/0.9.4-foss-2023a einops/0.7.0-GCCcore-12.3.0 einops/0.8.1-gfbf-2023a EMD/0.8.1-foss-2023a eo-learn/1.5.7-foss-2023a ESMPy/8.6.0-foss-2023a expecttest/0.1.5-GCCcore-12.3.0 Faiss/1.7.4-foss-2023a-CUDA-12.1.1 FIGARO/1.1.2.post1-gfbf-2023a figeno/1.6.6-foss-2023a Fiona/1.9.5-foss-2023a Flask/2.3.3-GCCcore-12.3.0 flatbuffers-python/23.5.26-GCCcore-12.3.0 flit/3.9.0-GCCcore-12.3.0 Flye/2.9.5-GCC-12.3.0 folium/0.19.5-gfbf-2023a gcsfs/2023.12.2.post1-foss-2023a GDAL/3.7.1-foss-2023a geopandas/0.14.2-foss-2023a geopy/2.4.1-GCCcore-12.3.0 GitPython/3.1.40-GCCcore-12.3.0 gmpy2/2.1.5-GCC-12.3.0 GObject-Introspection/1.76.1-GCCcore-12.3.0 GPAW/23.9.1-foss-2023a GPAW/24.1.0-foss-2023a Graphviz/8.1.0-GCCcore-12.3.0 graphviz-python/0.20.1-GCCcore-12.3.0 GRASS/8.4.0-foss-2023a grpcio/1.57.0-GCCcore-12.3.0 GStreamer/1.22.5-GCC-12.3.0 Gurobi/11.0.0-GCCcore-12.3.0 h5netcdf/1.2.0-foss-2023a h5py/3.9.0-intel-2023a h5py/3.9.0-foss-2023a hatchling/1.18.0-GCCcore-12.3.0 hatch-nodejs-version/0.3.2-GCCcore-12.3.0 HDBSCAN/0.8.38.post1-foss-2023a HDBSCAN/0.8.39-gfbf-2023a HF-Datasets/2.18.0-gfbf-2023a HOOMD-blue/4.4.1-foss-2023a-CUDA-12.1.1 HOOMD-blue/4.4.1-foss-2023a hostile/2.0.0-foss-2023a hssm/0.2.2-foss-2023a humann/4.0.0a1-foss-2023a hypothesis/6.82.0-GCCcore-12.3.0 imageio/2.33.1-gfbf-2023a inferCNV/1.20.0-foss-2023a-R-4.4.1 InterProScan/5.68-100.0-foss-2023a InterProScan/5.70-102.0-foss-2023a ipykernel/6.25.1-GCCcore-12.3.0 IPython/8.14.0-GCCcore-12.3.0 IRkernel/1.3.2-gfbf-2023a-R-4.4.1 jax/0.4.25-gfbf-2023a junctionCounts/1.0.0-20240207-foss-2023a jupyter-contrib-nbextensions/0.7.0-GCCcore-12.3.0 JupyterHub/4.0.2-GCCcore-12.3.0 JupyterLab/4.0.5-GCCcore-12.3.0 jupyterlmod/4.0.3-GCCcore-12.3.0 JupyterNotebook/7.0.2-GCCcore-12.3.0 jupyter-resource-usage/1.0.0-GCCcore-12.3.0 jupyter-server/2.7.2-GCCcore-12.3.0 jupyter-server-proxy/4.0.0-GCCcore-12.3.0 Kaleido/0.2.1-GCCcore-12.3.0 kinbot/2.2.3-foss-2023a LAMMPS/29Aug2024_update2-foss-2023a-kokkos LangChain/0.2.1-foss-2023a langchain-openai/0.1.8-foss-2023a libmbd/0.12.6-foss-2023a librosa/0.10.1-foss-2023a Lightning/2.2.1-foss-2023a Lightning/2.2.1-foss-2023a-CUDA-12.1.1 lil-aretomo/0.1.0-foss-2023a loompy/3.0.7-foss-2023a lru-dict/1.3.0-GCCcore-12.3.0 lxml/4.9.2-GCCcore-12.3.0 MACE/0.3.14-foss-2023a-CUDA-12.1.1-ASE-3.24.0 makefun/1.15.2-GCCcore-12.3.0 Mako/1.2.4-GCCcore-12.3.0 matplotlib/3.7.2-iimkl-2023a matplotlib/3.7.2-gfbf-2023a maturin/1.1.0-GCCcore-12.3.0 maturin/1.4.0-GCCcore-12.3.0-Rust-1.75.0 MDI/1.4.26-gompi-2023a mdocfile/0.1.2-foss-2023a Meep/1.30.1-foss-2023a Meson/1.1.1-GCCcore-12.3.0 Meson/1.3.1-GCCcore-12.3.0 meson-python/0.13.2-GCCcore-12.3.0 meson-python/0.15.0-GCCcore-12.3.0 MetaPhlAn/4.1.1-foss-2023a ml_dtypes/0.3.2-gfbf-2023a MNE-Python/1.7.1-foss-2023a modbam2bed/0.5.3-gfbf-2023a modbamtools/0.4.8-gfbf-2023a molcloud/0.3.0-foss-2023a mol-CSPy/v1.1.4-foss-2023a momepy/0.9.1-foss-2023a Mothur/1.48.2-foss-2023a MPB/1.12.0-foss-2023a mpi4py/3.1.4-iimpi-2023a mpi4py/3.1.4-gompi-2023a mrcfile/1.5.0-foss-2023a multiprocess/0.70.15-gfbf-2023a nanoget/1.19.3-foss-2023a nanomath/1.4.0-foss-2023a nanomix/0.2.0-foss-2023a nanomonsv/0.8.0-foss-2023a NanoPlot/1.43.0-foss-2023a napari/0.4.18-foss-2023a nbclassic/1.0.0-GCCcore-12.3.0 Nektar++/5.7.0-foss-2023a netcdf4-python/1.6.4-foss-2023a netcdf4-python/1.6.4-intel-2023a netron/8.0.2-GCCcore-12.3.0 networkx/3.1-gfbf-2023a nghttp2/1.58.0-GCC-12.3.0 NiBabel/5.2.0-gfbf-2023a Nilearn/0.10.3-gfbf-2023a NLTK/3.8.1-foss-2023a numba/0.58.1-foss-2023a ONNX/1.15.0-gfbf-2023a ont-fast5-api/4.1.2-foss-2023a openai-python/1.30.5-foss-2023a OpenBabel/3.1.1-gompi-2023a OpenCV/4.8.1-foss-2023a-CUDA-12.1.1-contrib OpenCV/4.8.1-foss-2023a-contrib OpenFOAM (The OpenFOAM Foundation)/9-foss-2023a OpenMC/0.15.0-foss-2023a OpenMEEG/2.5.7-foss-2023a OpenMolcas/24.10-intel-2023a OpenMolcas/20210409-iimkl-2023a-Columbus7 openpyxl/3.1.2-GCCcore-12.3.0 orjson/3.9.15-GCCcore-12.3.0 parameterized/0.9.0-GCCcore-12.3.0 paramiko/3.2.0-GCCcore-12.3.0 ParaView/5.11.2-foss-2023a PDM/2.12.4-GCCcore-12.3.0 PETSc/3.20.3-foss-2023a PhyKIT/1.19.9-foss-2023a PhyloPhlAn/3.1.1-foss-2023a Pillow/10.0.0-GCCcore-12.3.0 Pillow-SIMD/9.5.0-GCCcore-12.3.0 Pint/0.23-GCCcore-12.3.0 pkgconfig/1.5.5-GCCcore-12.3.0-python Planet/2.10.0-gfbf-2023a plotly.py/5.16.0-GCCcore-12.3.0 PLUMED/2.9.0-foss-2023a PLY/3.11-GCCcore-12.3.0 pod5-file-format/0.3.23-foss-2023a poetry/1.5.1-GCCcore-12.3.0 poetry/1.7.1-GCCcore-12.3.0 polars/0.20.2-gfbf-2023a preCICE/2.5.1-foss-2023a protobuf-python/4.24.0-GCCcore-12.3.0 PSI4/1.9.1-foss-2023a psutil/5.9.8-GCCcore-12.3.0 psycopg2/2.9.9-GCCcore-12.3.0 PuLP/2.8.0-foss-2023a pyBigWig/0.3.22-gfbf-2023a pybind11/2.11.1-GCCcore-12.3.0 PyCairo/1.25.0-GCCcore-12.3.0 py-cpuinfo/9.0.0-GCCcore-12.3.0 PycURL/7.45.2-GCCcore-12.3.0 pydantic/2.5.3-GCCcore-12.3.0 pydicom/2.4.4-GCCcore-12.3.0 pyfaidx/0.8.1.1-GCCcore-12.3.0 Pygments/2.18.0-GCCcore-12.3.0 PyGObject/3.46.0-GCCcore-12.3.0 pygraphviz/1.11-GCCcore-12.3.0 pymatgen/2023.12.18-foss-2023a Pympler/1.1-GCCcore-12.3.0 PyOpenGL/3.1.7-GCCcore-12.3.0 pyproj/3.6.0-GCCcore-12.3.0 PyQt5/5.15.10-GCCcore-12.3.0 PyQt-builder/1.15.4-GCCcore-12.3.0 pyro-ppl/1.9.0-foss-2023a pyro-ppl/1.9.0-foss-2023a-CUDA-12.1.1 PySAL/25.1-foss-2023a Pysam/0.22.0-GCC-12.3.0 pystac-client/0.8.6-gfbf-2023a PyTables/3.8.0-foss-2023a PyTensor/2.17.1-gfbf-2023a pytest/7.4.2-GCCcore-12.3.0 pytest-flakefinder/1.1.0-GCCcore-12.3.0 pytest-rerunfailures/12.0-GCCcore-12.3.0 pytest-shard/0.1.2-GCCcore-12.3.0 pytest-xdist/3.3.1-GCCcore-12.3.0 python-box/7.3.2-GCCcore-12.3.0 Python-bundle-PyPI/2023.06-GCCcore-12.3.0 python-cdo/1.6.0-foss-2023a python-igraph/0.11.4-foss-2023a python-isal/1.1.0-GCCcore-12.3.0 python-isal/1.6.1-GCCcore-12.3.0 python-parasail/1.3.4-foss-2023a python-xxhash/3.4.1-GCCcore-12.3.0 PyTorch/2.1.2-foss-2023a PyTorch/2.1.2-foss-2023a-CUDA-12.1.1 PyTorch-bundle/2.1.2-foss-2023a-CUDA-12.1.1 PyTorch-bundle/2.1.2-foss-2023a PyTorch-Lightning/2.2.1-foss-2023a-CUDA-12.1.1 PyTorch-Lightning/2.2.1-foss-2023a pyvis/0.3.1-foss-2023a PyYAML/6.0-GCCcore-12.3.0 PyZMQ/25.1.1-GCCcore-12.3.0 QGIS/3.40.2-foss-2023a QScintilla/2.14.1-GCCcore-12.3.0 Qtconsole/5.5.1-GCCcore-12.3.0 QtPy/2.4.1-GCCcore-12.3.0 RAPIDS/24.4-foss-2023a-CUDA-12.1.1 rasterio/1.3.9-foss-2023a rasterstats/0.19.0-foss-2023a RDKit/2024.03.3-foss-2023a RELION/5.0.0-foss-2023a-CUDA-12.1.1 relion-blush/0.0.1.20240529.7889199-foss-2023a-CUDA-12.1.1 relion-classranker/0.0.1.20250109.8727e78-foss-2023a-CUDA-12.1.1 RepeatMasker/4.1.7-p1-foss-2023a rioxarray/0.18.2-foss-2023a rpy2/3.5.17-foss-2023a Rtree/1.2.0-GCCcore-12.3.0 ruamel.yaml/0.17.32-GCCcore-12.3.0 Safetensors/0.4.3-gfbf-2023a Scalene/1.5.26-GCCcore-12.3.0 scikit_allel/1.3.11-foss-2023a scikit-build/0.17.6-GCCcore-12.3.0 scikit-build-core/0.5.0-GCCcore-12.3.0 scikit-image/0.22.0-foss-2023a scikit-learn/1.4.2-gfbf-2023a scikit-learn/1.3.1-gfbf-2023a scikit-learn-extra/0.3.0-gfbf-2023a SciPy-bundle/2023.07-gfbf-2023a SciPy-bundle/2023.07-iimkl-2023a SciTools-Iris/3.12.0-foss-2023a SCons/4.5.2-GCCcore-12.3.0 Seaborn/0.13.2-gfbf-2023a Seaborn/0.13.2-iimkl-2023a SemiBin/2.1.0-foss-2023a SemiBin/2.1.0-foss-2023a-CUDA-12.1.1 SentencePiece/0.2.0-GCC-12.3.0 sentinelsat/1.2.1-GCCcore-12.3.0 SEPP/4.5.5-foss-2023a setuptools-rust/1.6.0-GCCcore-12.3.0 SHAP/0.43.0-foss-2023a Shapely/2.0.1-gfbf-2023a SHARC/3.0.2-intel-2023a SHARC/3.0.2-foss-2023a SIP/6.8.1-GCCcore-12.3.0 sklvq/0.1.2-gfbf-2023a sourmash/4.8.12-gfbf-2023a spglib-python/2.1.0-gfbf-2023a splice_lib/0.1dev-20240207-gfbf-2023a SQLAlchemy/2.0.25-GCCcore-12.3.0 SRA-Toolkit/3.0.10-gompi-2023a StackSTAC/0.5.1-foss-2023a starfile/0.5.6-foss-2023a statsmodels/0.14.1-gfbf-2023a sympy/1.12-gfbf-2023a tensorboard/2.15.1-gfbf-2023a tensorboardX/2.6.2.2-foss-2023a TensorFlow/2.15.1-foss-2023a tensorQTL/1.0.10-foss-2023a tensorQTL/1.0.10-foss-2023a-CUDA-12.1.1 thirdorder/1.1.3-foss-2023a TIE-GCM/3.0-intel-2023a-MAGE_CCMC_1.0.3-rc1 TIE-GCM/2.0-foss-2023a TIE-GCM/3.0-foss-2023a-MAGE_CCMC_1.0.3-rc1 TIE-GCM/2.0-intel-2023a tiktoken/0.7.0-GCCcore-12.3.0 timm/1.0.8-foss-2023a Tkinter/3.11.3-GCCcore-12.3.0 tokenizers/0.19.1-GCCcore-12.3.0 tokenizers/0.15.2-GCCcore-12.3.0 topaz/0.2.5.20231120-foss-2023a-CUDA-12.1.1 TorchGeo/0.6.0-foss-2023a-CUDA-12.1.1 TorchGeo/0.6.0-foss-2023a torchvision/0.16.0-foss-2023a-CUDA-12.1.1 torchvision/0.16.0-foss-2023a tornado/6.3.2-GCCcore-12.3.0 tqdm/4.66.1-GCCcore-12.3.0 Transformers/4.42.0-foss-2023a Transformers/4.39.3-foss-2023a-CUDA-12.1.1 Transformers/4.42.0-foss-2023a-CUDA-12.1.1 Transformers/4.39.3-foss-2023a Trim_Galore/0.6.10-GCCcore-12.3.0 Triton/2.1.0-foss-2023a-CUDA-12.1.1 tsne-cuda/3.0.1-foss-2023a-CUDA-12.1.1 typing-extensions/4.9.0-GCCcore-12.3.0 ULaMDyn/1.1.1-foss-2023a Ultralytics/8.2.90-foss-2023a-CUDA-12.1.1 Ultralytics/8.2.90-foss-2023a umap-learn/0.5.5-foss-2023a uncertainties/3.1.7-foss-2023a VASPKIT/1.5.1-foss-2023a virtualenv/20.23.1-GCCcore-12.3.0 visdom/0.2.4-gfbf-2023a VisPy/0.12.2-gfbf-2023a VTK/9.3.0-foss-2023a wandb/0.16.1-GCC-12.3.0 Whisper/20250625-foss-2023a-CUDA-12.1.1 wrapt/1.15.0-gfbf-2023a wxPython/4.2.1-foss-2023a xarray/2023.9.0-gfbf-2023a xarray/2023.9.0-intel-2023a xESMF/0.8.10-foss-2023a xpclr/1.1.2-foss-2023a Z3/4.12.2-GCCcore-12.3.0 zarr/2.17.1-foss-2023a

Other Versions

These versions of Python are available on the BEAR systems (BlueBEAR and BEAR Cloud VMs). These will be retained in accordance with our Applications Support and Retention Policy.

Version	BEAR Apps Version
3.12.3-GCCcore-13.3.0	2024a
3.10.8-GCCcore-12.2.0	2022b
3.10.4-GCCcore-11.3.0	2022a
2.7.18-GCCcore-12.3.0	2023a
3.9.6-GCCcore-11.2.0	2021b
3.9.5-GCCcore-10.3.0-bare	2021a
3.9.5-GCCcore-10.3.0	2021a
3.8.6-GCCcore-10.2.0	2020b
3.8.2-GCCcore-9.3.0	2020a
3.7.4-GCCcore-8.3.0	2019b
3.7.2-GCCcore-8.2.0	2019a
3.6.6-foss-2018b	2018b
3.10.8-GCCcore-12.2.0-bare	2022b
3.10.4-GCCcore-11.3.0-bare	2022a
3.9.6-GCCcore-11.2.0-bare	2021b
2.7.18-GCCcore-9.3.0	2020a
2.7.18-GCCcore-12.2.0-bare	2022b
2.7.18-GCCcore-11.3.0-bare	2022a
2.7.18-GCCcore-11.2.0-bare	2021b
2.7.18-GCCcore-10.3.0-bare	2021a
2.7.18-GCCcore-10.2.0	2020b
2.7.16-GCCcore-8.3.0	2019b
2.7.15-GCCcore-8.2.0	2019a
2.7.15-GCCcore-7.3.0-bare	2018b
2.7.15-foss-2018b	2018b

Last modified on 27th June 2024