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valeo

Valeo challange

https://github.com/shamik-97/valeo

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (5.2%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

Valeo challange

Basic Info
  • Host: GitHub
  • Owner: SHAMIK-97
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Size: 44.2 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created almost 2 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Contributing License Code of conduct Citation

README.md

Physically Feasible Semantic Segmentation

Abstract: State-of-the-art semantic segmentation models are typically optimized in a data-driven fashion, minimizing solely per-pixel classification objectives on their training data. This purely data-driven paradigm often leads to absurd segmentations, especially when the domain of input images is shifted from the one encountered during training. For instance, state-of-the-art models may assign the label road'' to a segment which is located above a segment that is respectively labeled assky'', although our knowledge of the physical world dictates that such a configuration is not feasible for images captured by forward-facing upright cameras. Our method, Physically Feasible Semantic Segmentation (PhyFea), extracts explicit physical constraints that govern spatial class relations from the training sets of semantic segmentation datasets and enforces a differentiable loss function that penalizes violations of these constraints to promote prediction feasibility. PhyFea yields significant performance improvements in mIoU over each state-of-the-art network we use as baseline across ADE20K, Cityscapes and ACDC, notably a $1.5\%$ improvement on ADE20K and a $2.1\%$ improvement on ACDC

Installation : Follow the steps here https://github.com/open-mmlab/mmsegmentation/blob/main/docs/en/get_started.md#installation

Owner

  • Login: SHAMIK-97
  • Kind: user

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - name: "MMSegmentation Contributors"
title: "OpenMMLab Semantic Segmentation Toolbox and Benchmark"
date-released: 2020-07-10
url: "https://github.com/open-mmlab/mmsegmentation"
license: Apache-2.0

GitHub Events

Total
Last Year

Dependencies

.github/workflows/deploy.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.circleci/docker/Dockerfile docker
  • pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
docker/Dockerfile docker
  • pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
docker/serve/Dockerfile docker
  • pytorch/pytorch ${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel build
requirements/albu.txt pypi
  • albumentations >=0.3.2
requirements/docs.txt pypi
  • docutils ==0.16.0
  • myst-parser *
  • sphinx ==4.0.2
  • sphinx_copybutton *
  • sphinx_markdown_tables *
  • urllib3 <2.0.0
requirements/mminstall.txt pypi
  • mmcv >=2.0.0rc4,<2.2.0
  • mmengine >=0.5.0,<1.0.0
requirements/multimodal.txt pypi
  • ftfy *
  • regex *
requirements/optional.txt pypi
  • cityscapesscripts *
  • diffusers *
  • einops ==0.3.0
  • imageio ==2.9.0
  • imageio-ffmpeg ==0.4.2
  • invisible-watermark *
  • kornia ==0.6
  • nibabel *
  • omegaconf ==2.1.1
  • pudb ==2019.2
  • pytorch-lightning ==1.4.2
  • streamlit >=0.73.1
  • test-tube >=0.7.5
  • timm *
  • torch-fidelity ==0.3.0
  • torchmetrics ==0.6.0
  • transformers ==4.19.2
requirements/readthedocs.txt pypi
  • mmcv >=2.0.0rc1,<2.1.0
  • mmengine >=0.4.0,<1.0.0
  • prettytable *
  • scipy *
  • torch *
  • torchvision *
requirements/runtime.txt pypi
  • matplotlib *
  • numpy *
  • packaging *
  • prettytable *
  • scipy *
requirements/tests.txt pypi
  • codecov * test
  • flake8 * test
  • ftfy * test
  • interrogate * test
  • pytest * test
  • regex * test
  • xdoctest >=0.10.0 test
  • yapf * test
requirements.txt pypi
setup.py pypi
wandb/run-20240821_221333-v7lgf68i/files/requirements.txt pypi
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  • DateTime ==5.5
  • Flask ==3.0.3
  • GitPython ==3.1.43
  • Jinja2 ==3.1.4
  • Keras-Preprocessing ==1.1.2
  • Mako ==1.3.5
  • Markdown ==3.6
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  • intel-cmplr-lib-ur ==2024.2.0
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  • nvidia-cublas-cu12 ==12.1.3.1
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  • nvidia-cuda-nvrtc-cu12 ==12.1.105
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wandb/run-20240821_221550-4e9mm4ik/files/requirements.txt pypi
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  • Cython ==3.0.10
  • DateTime ==5.5
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  • GitPython ==3.1.43
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  • certipy ==0.1.3
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  • cryptography ==42.0.8
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  • dash-html-components ==2.0.0
  • dash-table ==5.0.0
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  • docutils ==0.21.2
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  • entrypoints ==0.4
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  • fastjsonschema ==2.20.0
  • filelock ==3.14.0
  • filelock ==3.15.3
  • flatbuffers ==24.3.25
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  • fsspec ==2024.6.0
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  • google-auth ==2.31.0
  • google-auth-oauthlib ==1.2.0
  • google-pasta ==0.2.0
  • greenlet ==3.0.3
  • grpcio ==1.64.1
  • h11 ==0.14.0
  • h5py ==3.11.0
  • httpcore ==1.0.5
  • httpx ==0.27.0
  • humanfriendly ==10.0
  • humanize ==4.9.0
  • idna ==3.7
  • imageio ==2.34.1
  • imagesize ==1.4.1
  • immutables ==0.20
  • importlib_metadata ==7.2.0
  • iniconfig ==2.0.0
  • intel-cmplr-lib-ur ==2024.2.0
  • intel-openmp ==2023.2.4
  • ipykernel ==6.29.4
  • ipython ==8.25.0
  • ipython-genutils ==0.2.0
  • ipywidgets ==8.1.3
  • isodate ==0.6.1
  • isoduration ==20.11.0
  • itsdangerous ==2.2.0
  • jax ==0.4.30
  • jax-cuda12-pjrt ==0.4.30
  • jax-cuda12-plugin ==0.4.30
  • jaxlib ==0.4.30
  • jedi ==0.19.1
  • jmespath ==0.10.0
  • joblib ==1.4.2
  • json5 ==0.9.25
  • jsonpointer ==3.0.0
  • jsonschema ==4.22.0
  • jsonschema-specifications ==2023.12.1
  • jupyter-events ==0.10.0
  • jupyter-lsp ==2.2.5
  • jupyter-ydoc ==0.2.5
  • jupyter_client ==7.4.9
  • jupyter_core ==5.7.2
  • jupyter_server ==2.14.1
  • jupyter_server_fileid ==0.9.2
  • jupyter_server_proxy ==4.2.0
  • jupyter_server_terminals ==0.5.3
  • jupyter_server_ydoc ==0.8.0
  • jupyterhub ==5.0.0
  • jupyterlab ==4.2.2
  • jupyterlab_pygments ==0.3.0
  • jupyterlab_server ==2.27.2
  • jupyterlab_slurm ==3.0.1
  • jupyterlab_widgets ==3.0.11
  • kaleido ==0.2.1
  • keras ==2.15.0
  • kiwisolver ==1.4.5
  • lazy_loader ==0.4
  • libclang ==18.1.1
  • lightning ==2.3.0
  • lightning-utilities ==0.11.2
  • llvmlite ==0.43.0
  • lpips ==0.1.4
  • markdown-it-py ==3.0.0
  • matplotlib ==3.9.0
  • matplotlib-inline ==0.1.7
  • mdurl ==0.1.2
  • meson ==1.4.1
  • mistune ==3.0.2
  • mkl ==2023.1.0
  • ml-dtypes ==0.2.0
  • mmcv ==2.2.0
  • mmengine ==0.10.4
  • mmsegmentation ==1.2.2
  • model-index ==0.1.11
  • more-itertools ==10.3.0
  • mpmath ==1.3.0
  • msgpack ==1.0.8
  • multidict ==6.0.5
  • multiqc ==1.22.3
  • namex ==0.0.8
  • nbclassic ==1.1.0
  • nbclient ==0.10.0
  • nbconvert ==7.16.4
  • nbformat ==5.10.4
  • nbgitpuller ==1.2.1
  • ndindex ==1.8
  • nest-asyncio ==1.6.0
  • networkx ==3.3
  • ninja ==1.11.1.1
  • nose ==1.3.7
  • notebook ==6.5.7
  • notebook_shim ==0.2.4
  • numba ==0.60.0
  • numexpr ==2.10.1
  • numpy ==1.25.2
  • numpydoc ==1.7.0
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.3.101
  • nvidia-nvtx-cu12 ==12.1.105
  • oauthlib ==3.2.2
  • open3d ==0.18.0
  • opencv-contrib-python ==4.10.0.84
  • opencv-python ==4.10.0.84
  • opendatalab ==0.0.10
  • openmim ==0.3.9
  • openseespy ==3.6.0.2
  • openseespylinux ==3.6.0.2
  • openxlab ==0.1.1
  • opt-einsum ==3.3.0
  • optree ==0.11.0
  • ordered-set ==4.1.0
  • oss2 ==2.17.0
  • overrides ==7.7.0
  • packaging ==24.1
  • pamela ==1.1.0
  • pandas ==2.2.2
  • pandoc ==2.3
  • pandocfilters ==1.5.1
  • parso ==0.8.4
  • patsy ==0.5.6
  • pexpect ==4.9.0
  • pillow ==10.3.0
  • pip ==23.2.1
  • plac ==1.4.3
  • platformdirs ==4.2.2
  • plotly ==5.22.0
  • pluggy ==1.5.0
  • plumbum ==1.8.3
  • ply ==3.11
  • prettytable ==3.11.0
  • prometheus_client ==0.20.0
  • prompt_toolkit ==3.0.47
  • protobuf ==4.25.3
  • psutil ==6.0.0
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • py-cpuinfo ==9.0.0
  • py2bit ==0.3.0
  • pyBigWig ==0.3.23
  • pyOpenSSL ==24.1.0
  • pyaml-env ==1.2.1
  • pyasn1 ==0.6.0
  • pyasn1_modules ==0.4.0
  • pybind11 ==2.13.1
  • pycparser ==2.22
  • pycryptodome ==3.20.0
  • pydantic ==2.7.4
  • pydantic_core ==2.18.4
  • pyexr ==0.4.0
  • pyg-lib ==0.4.0
  • pyparsing ==3.1.2
  • pyquaternion ==0.9.9
  • pysam ==0.22.1
  • pytest ==8.2.2
  • python-dateutil ==2.9.0.post0
  • python-json-logger ==2.0.7
  • pytorch-lightning ==2.3.0
  • pytz ==2023.4
  • pytz ==2024.1
  • pyzmq ==26.0.3
  • rdflib ==7.0.0
  • referencing ==0.35.1
  • regex ==2024.7.24
  • requests ==2.32.3
  • requests ==2.28.2
  • requests-oauthlib ==2.0.0
  • reretry ==0.11.8
  • retrying ==1.3.4
  • rfc3339-validator ==0.1.4
  • rfc3986-validator ==0.1.1
  • rich ==13.4.2
  • rich ==13.7.1
  • rich-click ==1.8.3
  • rpds-py ==0.18.1
  • rsa ==4.9
  • scikit-image ==0.24.0
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.6.0
  • setproctitle ==1.3.3
  • setuptools ==60.2.0
  • setuptools ==65.5.0
  • shapely ==2.0.4
  • simpervisor ==1.0.0
  • six ==1.16.0
  • smart-open ==7.0.4
  • smmap ==5.0.1
  • snakemake ==8.14.0
  • snakemake-interface-common ==1.17.2
  • snakemake-interface-executor-plugins ==9.1.1
  • snakemake-interface-report-plugins ==1.0.0
  • snakemake-interface-storage-plugins ==3.2.2
  • sniffio ==1.3.1
  • snowballstemmer ==2.2.0
  • soupsieve ==2.5
  • spectra ==0.0.11
  • sphinxcontrib-applehelp ==1.0.8
  • sphinxcontrib-devhelp ==1.0.6
  • sphinxcontrib-htmlhelp ==2.0.5
  • sphinxcontrib-jsmath ==1.0.1
  • sphinxcontrib-qthelp ==1.0.7
  • sphinxcontrib-serializinghtml ==1.1.10
  • stack-data ==0.6.3
  • statsmodels ==0.14.2
  • stopit ==1.1.2
  • sympy ==1.12.1
  • tables ==3.9.2
  • tabulate ==0.9.0
  • tbb ==2021.13.0
  • tenacity ==8.4.1
  • tensorboard ==2.15.2
  • tensorboard-data-server ==0.7.2
  • tensorboardX ==2.6.2.2
  • tensorflow ==2.15.0
  • tensorflow-estimator ==2.15.0
  • tensorflow-io-gcs-filesystem ==0.37.0
  • tensorrt ==10.1.0
  • tensorrt-cu12 ==10.1.0
  • tensorrt-cu12-bindings ==10.1.0
  • tensorrt-cu12-libs ==10.1.0
  • termcolor ==2.4.0
  • terminado ==0.18.1
  • texttable ==1.7.0
  • threadpoolctl ==3.5.0
  • throttler ==1.2.2
  • tifffile ==2024.6.18
  • tinycss2 ==1.3.0
  • tinycudann ==1.7
  • tomli ==2.0.1
  • toposort ==1.10
  • torch ==2.3.1
  • torch-fidelity ==0.3.0
  • torch_cluster ==1.6.3
  • torch_geometric ==2.5.3
  • torch_scatter ==2.1.2
  • torch_sparse ==0.6.18
  • torch_spline_conv ==1.2.2
  • torchaudio ==2.3.1
  • torchmetrics ==1.4.0.post0
  • torchvision ==0.18.1
  • tornado ==6.4.1
  • tqdm ==4.65.2
  • tqdm ==4.66.4
  • traitlets ==5.14.3
  • traits ==6.4.3
  • trame ==3.6.3
  • trame-client ==3.2.0
  • trame-jupyter-extension ==2.1.2
  • trame-server ==3.0.2
  • trimesh ==4.4.3
  • triton ==2.3.1
  • typeguard ==4.3.0
  • types-python-dateutil ==2.9.0.20240316
  • typing ==3.7.4.3
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
  • uri-template ==1.3.0
  • urllib3 ==1.26.19
  • urllib3 ==2.2.2
  • wandb ==0.17.2
  • wcwidth ==0.2.13
  • webcolors ==24.6.0
  • webencodings ==0.5.1
  • websocket-client ==1.8.0
  • wheel ==0.43.0
  • widgetsnbextension ==4.0.11
  • wrapt ==1.14.1
  • wslink ==2.1.1
  • xgboost ==2.1.0
  • y-py ==0.6.2
  • yapf ==0.40.2
  • yarl ==1.9.4
  • ypy-websocket ==0.8.4
  • yte ==1.5.4
  • zipp ==3.19.2
  • zope.interface ==6.4.post2
wandb/run-20240822_022103-1dt9wdet/files/requirements.txt pypi
  • Babel ==2.15.0
  • ConfigArgParse ==1.7
  • Cython ==3.0.10
  • DateTime ==5.5
  • Flask ==3.0.3
  • GitPython ==3.1.43
  • Jinja2 ==3.1.4
  • Keras-Preprocessing ==1.1.2
  • Mako ==1.3.5
  • Markdown ==3.6
  • MarkupSafe ==2.1.5
  • OpenEXR ==3.2.4
  • PuLP ==2.8.0
  • PyBIS ==1.36.3
  • PyQt5 ==5.15.10
  • PyQt5-Qt5 ==5.15.2
  • PyQt5-sip ==12.13.0
  • PyYAML ==6.0.1
  • Pygments ==2.18.0
  • Pyomo ==6.7.3
  • QtPy ==2.4.1
  • SCons ==4.7.0
  • SQLAlchemy ==2.0.31
  • Send2Trash ==1.8.3
  • Sphinx ==7.4.3
  • Werkzeug ==3.0.3
  • absl-py ==2.1.0
  • addict ==2.4.0
  • aiofiles ==22.1.0
  • aiohttp ==3.9.5
  • aiosignal ==1.3.1
  • aiosqlite ==0.20.0
  • alabaster ==0.7.16
  • alembic ==1.13.1
  • aliyun-python-sdk-core ==2.15.1
  • aliyun-python-sdk-kms ==2.16.4
  • annotated-types ==0.7.0
  • anyio ==4.4.0
  • appdirs ==1.4.4
  • argon2-cffi ==23.1.0
  • argon2-cffi-bindings ==21.2.0
  • argparse-dataclass ==2.0.0
  • arrow ==1.3.0
  • asttokens ==2.4.1
  • astunparse ==1.6.3
  • async-lru ==2.0.4
  • attrs ==23.2.0
  • beautifulsoup4 ==4.12.3
  • biopython ==1.83
  • bleach ==6.1.0
  • blinker ==1.8.2
  • blosc2 ==2.7.0
  • cachetools ==5.3.3
  • certifi ==2024.6.2
  • certipy ==0.1.3
  • cffi ==1.16.0
  • charset-normalizer ==3.3.2
  • cityscapesScripts ==2.2.3
  • click ==8.1.7
  • colorama ==0.4.6
  • coloredlogs ==15.0.1
  • colormath ==3.0.0
  • comm ==0.2.2
  • conda-inject ==1.3.2
  • connection_pool ==0.0.3
  • contourpy ==1.2.1
  • crcmod ==1.7
  • cryptography ==42.0.8
  • cycler ==0.12.1
  • dash ==2.17.1
  • dash-core-components ==2.0.0
  • dash-html-components ==2.0.0
  • dash-table ==5.0.0
  • datrie ==0.8.2
  • debugpy ==1.8.1
  • decorator ==5.1.1
  • deepTools ==3.5.5
  • deeptoolsintervals ==0.1.9
  • defusedxml ==0.7.1
  • docker-pycreds ==0.4.0
  • docutils ==0.21.2
  • dpath ==2.2.0
  • einops ==0.8.0
  • emcee ==3.1.6
  • entrypoints ==0.4
  • executing ==2.0.1
  • fastjsonschema ==2.20.0
  • filelock ==3.14.0
  • filelock ==3.15.3
  • flatbuffers ==24.3.25
  • fonttools ==4.53.0
  • fqdn ==1.5.1
  • frozenlist ==1.4.1
  • fsspec ==2024.6.0
  • ftfy ==6.2.3
  • gast ==0.5.4
  • gitdb ==4.0.11
  • google-auth ==2.31.0
  • google-auth-oauthlib ==1.2.0
  • google-pasta ==0.2.0
  • greenlet ==3.0.3
  • grpcio ==1.64.1
  • h11 ==0.14.0
  • h5py ==3.11.0
  • httpcore ==1.0.5
  • httpx ==0.27.0
  • humanfriendly ==10.0
  • humanize ==4.9.0
  • idna ==3.7
  • imageio ==2.34.1
  • imagesize ==1.4.1
  • immutables ==0.20
  • importlib_metadata ==7.2.0
  • iniconfig ==2.0.0
  • intel-cmplr-lib-ur ==2024.2.0
  • intel-openmp ==2023.2.4
  • ipykernel ==6.29.4
  • ipython ==8.25.0
  • ipython-genutils ==0.2.0
  • ipywidgets ==8.1.3
  • isodate ==0.6.1
  • isoduration ==20.11.0
  • itsdangerous ==2.2.0
  • jax ==0.4.30
  • jax-cuda12-pjrt ==0.4.30
  • jax-cuda12-plugin ==0.4.30
  • jaxlib ==0.4.30
  • jedi ==0.19.1
  • jmespath ==0.10.0
  • joblib ==1.4.2
  • json5 ==0.9.25
  • jsonpointer ==3.0.0
  • jsonschema ==4.22.0
  • jsonschema-specifications ==2023.12.1
  • jupyter-events ==0.10.0
  • jupyter-lsp ==2.2.5
  • jupyter-ydoc ==0.2.5
  • jupyter_client ==7.4.9
  • jupyter_core ==5.7.2
  • jupyter_server ==2.14.1
  • jupyter_server_fileid ==0.9.2
  • jupyter_server_proxy ==4.2.0
  • jupyter_server_terminals ==0.5.3
  • jupyter_server_ydoc ==0.8.0
  • jupyterhub ==5.0.0
  • jupyterlab ==4.2.2
  • jupyterlab_pygments ==0.3.0
  • jupyterlab_server ==2.27.2
  • jupyterlab_slurm ==3.0.1
  • jupyterlab_widgets ==3.0.11
  • kaleido ==0.2.1
  • keras ==2.15.0
  • kiwisolver ==1.4.5
  • lazy_loader ==0.4
  • libclang ==18.1.1
  • lightning ==2.3.0
  • lightning-utilities ==0.11.2
  • llvmlite ==0.43.0
  • lpips ==0.1.4
  • markdown-it-py ==3.0.0
  • matplotlib ==3.9.0
  • matplotlib-inline ==0.1.7
  • mdurl ==0.1.2
  • meson ==1.4.1
  • mistune ==3.0.2
  • mkl ==2023.1.0
  • ml-dtypes ==0.2.0
  • mmcv ==2.2.0
  • mmengine ==0.10.4
  • mmsegmentation ==1.2.2
  • model-index ==0.1.11
  • more-itertools ==10.3.0
  • mpmath ==1.3.0
  • msgpack ==1.0.8
  • multidict ==6.0.5
  • multiqc ==1.22.3
  • namex ==0.0.8
  • nbclassic ==1.1.0
  • nbclient ==0.10.0
  • nbconvert ==7.16.4
  • nbformat ==5.10.4
  • nbgitpuller ==1.2.1
  • ndindex ==1.8
  • nest-asyncio ==1.6.0
  • networkx ==3.3
  • ninja ==1.11.1.1
  • nose ==1.3.7
  • notebook ==6.5.7
  • notebook_shim ==0.2.4
  • numba ==0.60.0
  • numexpr ==2.10.1
  • numpy ==1.25.2
  • numpydoc ==1.7.0
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.3.101
  • nvidia-nvtx-cu12 ==12.1.105
  • oauthlib ==3.2.2
  • open3d ==0.18.0
  • opencv-contrib-python ==4.10.0.84
  • opencv-python ==4.10.0.84
  • opendatalab ==0.0.10
  • openmim ==0.3.9
  • openseespy ==3.6.0.2
  • openseespylinux ==3.6.0.2
  • openxlab ==0.1.1
  • opt-einsum ==3.3.0
  • optree ==0.11.0
  • ordered-set ==4.1.0
  • oss2 ==2.17.0
  • overrides ==7.7.0
  • packaging ==24.1
  • pamela ==1.1.0
  • pandas ==2.2.2
  • pandoc ==2.3
  • pandocfilters ==1.5.1
  • parso ==0.8.4
  • patsy ==0.5.6
  • pexpect ==4.9.0
  • pillow ==10.3.0
  • pip ==23.2.1
  • plac ==1.4.3
  • platformdirs ==4.2.2
  • plotly ==5.22.0
  • pluggy ==1.5.0
  • plumbum ==1.8.3
  • ply ==3.11
  • prettytable ==3.11.0
  • prometheus_client ==0.20.0
  • prompt_toolkit ==3.0.47
  • protobuf ==4.25.3
  • psutil ==6.0.0
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • py-cpuinfo ==9.0.0
  • py2bit ==0.3.0
  • pyBigWig ==0.3.23
  • pyOpenSSL ==24.1.0
  • pyaml-env ==1.2.1
  • pyasn1 ==0.6.0
  • pyasn1_modules ==0.4.0
  • pybind11 ==2.13.1
  • pycparser ==2.22
  • pycryptodome ==3.20.0
  • pydantic ==2.7.4
  • pydantic_core ==2.18.4
  • pyexr ==0.4.0
  • pyg-lib ==0.4.0
  • pyparsing ==3.1.2
  • pyquaternion ==0.9.9
  • pysam ==0.22.1
  • pytest ==8.2.2
  • python-dateutil ==2.9.0.post0
  • python-json-logger ==2.0.7
  • pytorch-lightning ==2.3.0
  • pytz ==2023.4
  • pytz ==2024.1
  • pyzmq ==26.0.3
  • rdflib ==7.0.0
  • referencing ==0.35.1
  • regex ==2024.7.24
  • requests ==2.32.3
  • requests ==2.28.2
  • requests-oauthlib ==2.0.0
  • reretry ==0.11.8
  • retrying ==1.3.4
  • rfc3339-validator ==0.1.4
  • rfc3986-validator ==0.1.1
  • rich ==13.4.2
  • rich ==13.7.1
  • rich-click ==1.8.3
  • rpds-py ==0.18.1
  • rsa ==4.9
  • scikit-image ==0.24.0
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.6.0
  • setproctitle ==1.3.3
  • setuptools ==60.2.0
  • setuptools ==65.5.0
  • shapely ==2.0.4
  • simpervisor ==1.0.0
  • six ==1.16.0
  • smart-open ==7.0.4
  • smmap ==5.0.1
  • snakemake ==8.14.0
  • snakemake-interface-common ==1.17.2
  • snakemake-interface-executor-plugins ==9.1.1
  • snakemake-interface-report-plugins ==1.0.0
  • snakemake-interface-storage-plugins ==3.2.2
  • sniffio ==1.3.1
  • snowballstemmer ==2.2.0
  • soupsieve ==2.5
  • spectra ==0.0.11
  • sphinxcontrib-applehelp ==1.0.8
  • sphinxcontrib-devhelp ==1.0.6
  • sphinxcontrib-htmlhelp ==2.0.5
  • sphinxcontrib-jsmath ==1.0.1
  • sphinxcontrib-qthelp ==1.0.7
  • sphinxcontrib-serializinghtml ==1.1.10
  • stack-data ==0.6.3
  • statsmodels ==0.14.2
  • stopit ==1.1.2
  • sympy ==1.12.1
  • tables ==3.9.2
  • tabulate ==0.9.0
  • tbb ==2021.13.0
  • tenacity ==8.4.1
  • tensorboard ==2.15.2
  • tensorboard-data-server ==0.7.2
  • tensorboardX ==2.6.2.2
  • tensorflow ==2.15.0
  • tensorflow-estimator ==2.15.0
  • tensorflow-io-gcs-filesystem ==0.37.0
  • tensorrt ==10.1.0
  • tensorrt-cu12 ==10.1.0
  • tensorrt-cu12-bindings ==10.1.0
  • tensorrt-cu12-libs ==10.1.0
  • termcolor ==2.4.0
  • terminado ==0.18.1
  • texttable ==1.7.0
  • threadpoolctl ==3.5.0
  • throttler ==1.2.2
  • tifffile ==2024.6.18
  • tinycss2 ==1.3.0
  • tinycudann ==1.7
  • tomli ==2.0.1
  • toposort ==1.10
  • torch ==2.3.1
  • torch-fidelity ==0.3.0
  • torch_cluster ==1.6.3
  • torch_geometric ==2.5.3
  • torch_scatter ==2.1.2
  • torch_sparse ==0.6.18
  • torch_spline_conv ==1.2.2
  • torchaudio ==2.3.1
  • torchmetrics ==1.4.0.post0
  • torchvision ==0.18.1
  • tornado ==6.4.1
  • tqdm ==4.65.2
  • tqdm ==4.66.4
  • traitlets ==5.14.3
  • traits ==6.4.3
  • trame ==3.6.3
  • trame-client ==3.2.0
  • trame-jupyter-extension ==2.1.2
  • trame-server ==3.0.2
  • trimesh ==4.4.3
  • triton ==2.3.1
  • typeguard ==4.3.0
  • types-python-dateutil ==2.9.0.20240316
  • typing ==3.7.4.3
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
  • uri-template ==1.3.0
  • urllib3 ==1.26.19
  • urllib3 ==2.2.2
  • wandb ==0.17.2
  • wcwidth ==0.2.13
  • webcolors ==24.6.0
  • webencodings ==0.5.1
  • websocket-client ==1.8.0
  • wheel ==0.43.0
  • widgetsnbextension ==4.0.11
  • wrapt ==1.14.1
  • wslink ==2.1.1
  • xgboost ==2.1.0
  • y-py ==0.6.2
  • yapf ==0.40.2
  • yarl ==1.9.4
  • ypy-websocket ==0.8.4
  • yte ==1.5.4
  • zipp ==3.19.2
  • zope.interface ==6.4.post2
wandb/run-20240822_022713-y7kx0a4d/files/requirements.txt pypi
  • Babel ==2.15.0
  • ConfigArgParse ==1.7
  • Cython ==3.0.10
  • DateTime ==5.5
  • Flask ==3.0.3
  • GitPython ==3.1.43
  • Jinja2 ==3.1.4
  • Keras-Preprocessing ==1.1.2
  • Mako ==1.3.5
  • Markdown ==3.6
  • MarkupSafe ==2.1.5
  • OpenEXR ==3.2.4
  • PuLP ==2.8.0
  • PyBIS ==1.36.3
  • PyQt5 ==5.15.10
  • PyQt5-Qt5 ==5.15.2
  • PyQt5-sip ==12.13.0
  • PyYAML ==6.0.1
  • Pygments ==2.18.0
  • Pyomo ==6.7.3
  • QtPy ==2.4.1
  • SCons ==4.7.0
  • SQLAlchemy ==2.0.31
  • Send2Trash ==1.8.3
  • Sphinx ==7.4.3
  • Werkzeug ==3.0.3
  • absl-py ==2.1.0
  • addict ==2.4.0
  • aiofiles ==22.1.0
  • aiohttp ==3.9.5
  • aiosignal ==1.3.1
  • aiosqlite ==0.20.0
  • alabaster ==0.7.16
  • alembic ==1.13.1
  • aliyun-python-sdk-core ==2.15.1
  • aliyun-python-sdk-kms ==2.16.4
  • annotated-types ==0.7.0
  • anyio ==4.4.0
  • appdirs ==1.4.4
  • argon2-cffi ==23.1.0
  • argon2-cffi-bindings ==21.2.0
  • argparse-dataclass ==2.0.0
  • arrow ==1.3.0
  • asttokens ==2.4.1
  • astunparse ==1.6.3
  • async-lru ==2.0.4
  • attrs ==23.2.0
  • beautifulsoup4 ==4.12.3
  • biopython ==1.83
  • bleach ==6.1.0
  • blinker ==1.8.2
  • blosc2 ==2.7.0
  • cachetools ==5.3.3
  • certifi ==2024.6.2
  • certipy ==0.1.3
  • cffi ==1.16.0
  • charset-normalizer ==3.3.2
  • cityscapesScripts ==2.2.3
  • click ==8.1.7
  • colorama ==0.4.6
  • coloredlogs ==15.0.1
  • colormath ==3.0.0
  • comm ==0.2.2
  • conda-inject ==1.3.2
  • connection_pool ==0.0.3
  • contourpy ==1.2.1
  • crcmod ==1.7
  • cryptography ==42.0.8
  • cycler ==0.12.1
  • dash ==2.17.1
  • dash-core-components ==2.0.0
  • dash-html-components ==2.0.0
  • dash-table ==5.0.0
  • datrie ==0.8.2
  • debugpy ==1.8.1
  • decorator ==5.1.1
  • deepTools ==3.5.5
  • deeptoolsintervals ==0.1.9
  • defusedxml ==0.7.1
  • docker-pycreds ==0.4.0
  • docutils ==0.21.2
  • dpath ==2.2.0
  • einops ==0.8.0
  • emcee ==3.1.6
  • entrypoints ==0.4
  • executing ==2.0.1
  • fastjsonschema ==2.20.0
  • filelock ==3.14.0
  • filelock ==3.15.3
  • flatbuffers ==24.3.25
  • fonttools ==4.53.0
  • fqdn ==1.5.1
  • frozenlist ==1.4.1
  • fsspec ==2024.6.0
  • ftfy ==6.2.3
  • gast ==0.5.4
  • gitdb ==4.0.11
  • google-auth ==2.31.0
  • google-auth-oauthlib ==1.2.0
  • google-pasta ==0.2.0
  • greenlet ==3.0.3
  • grpcio ==1.64.1
  • h11 ==0.14.0
  • h5py ==3.11.0
  • httpcore ==1.0.5
  • httpx ==0.27.0
  • humanfriendly ==10.0
  • humanize ==4.9.0
  • idna ==3.7
  • imageio ==2.34.1
  • imagesize ==1.4.1
  • immutables ==0.20
  • importlib_metadata ==7.2.0
  • iniconfig ==2.0.0
  • intel-cmplr-lib-ur ==2024.2.0
  • intel-openmp ==2023.2.4
  • ipykernel ==6.29.4
  • ipython ==8.25.0
  • ipython-genutils ==0.2.0
  • ipywidgets ==8.1.3
  • isodate ==0.6.1
  • isoduration ==20.11.0
  • itsdangerous ==2.2.0
  • jax ==0.4.30
  • jax-cuda12-pjrt ==0.4.30
  • jax-cuda12-plugin ==0.4.30
  • jaxlib ==0.4.30
  • jedi ==0.19.1
  • jmespath ==0.10.0
  • joblib ==1.4.2
  • json5 ==0.9.25
  • jsonpointer ==3.0.0
  • jsonschema ==4.22.0
  • jsonschema-specifications ==2023.12.1
  • jupyter-events ==0.10.0
  • jupyter-lsp ==2.2.5
  • jupyter-ydoc ==0.2.5
  • jupyter_client ==7.4.9
  • jupyter_core ==5.7.2
  • jupyter_server ==2.14.1
  • jupyter_server_fileid ==0.9.2
  • jupyter_server_proxy ==4.2.0
  • jupyter_server_terminals ==0.5.3
  • jupyter_server_ydoc ==0.8.0
  • jupyterhub ==5.0.0
  • jupyterlab ==4.2.2
  • jupyterlab_pygments ==0.3.0
  • jupyterlab_server ==2.27.2
  • jupyterlab_slurm ==3.0.1
  • jupyterlab_widgets ==3.0.11
  • kaleido ==0.2.1
  • keras ==2.15.0
  • kiwisolver ==1.4.5
  • lazy_loader ==0.4
  • libclang ==18.1.1
  • lightning ==2.3.0
  • lightning-utilities ==0.11.2
  • llvmlite ==0.43.0
  • lpips ==0.1.4
  • markdown-it-py ==3.0.0
  • matplotlib ==3.9.0
  • matplotlib-inline ==0.1.7
  • mdurl ==0.1.2
  • meson ==1.4.1
  • mistune ==3.0.2
  • mkl ==2023.1.0
  • ml-dtypes ==0.2.0
  • mmcv ==2.2.0
  • mmengine ==0.10.4
  • mmsegmentation ==1.2.2
  • model-index ==0.1.11
  • more-itertools ==10.3.0
  • mpmath ==1.3.0
  • msgpack ==1.0.8
  • multidict ==6.0.5
  • multiqc ==1.22.3
  • namex ==0.0.8
  • nbclassic ==1.1.0
  • nbclient ==0.10.0
  • nbconvert ==7.16.4
  • nbformat ==5.10.4
  • nbgitpuller ==1.2.1
  • ndindex ==1.8
  • nest-asyncio ==1.6.0
  • networkx ==3.3
  • ninja ==1.11.1.1
  • nose ==1.3.7
  • notebook ==6.5.7
  • notebook_shim ==0.2.4
  • numba ==0.60.0
  • numexpr ==2.10.1
  • numpy ==1.25.2
  • numpydoc ==1.7.0
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.3.101
  • nvidia-nvtx-cu12 ==12.1.105
  • oauthlib ==3.2.2
  • open3d ==0.18.0
  • opencv-contrib-python ==4.10.0.84
  • opencv-python ==4.10.0.84
  • opendatalab ==0.0.10
  • openmim ==0.3.9
  • openseespy ==3.6.0.2
  • openseespylinux ==3.6.0.2
  • openxlab ==0.1.1
  • opt-einsum ==3.3.0
  • optree ==0.11.0
  • ordered-set ==4.1.0
  • oss2 ==2.17.0
  • overrides ==7.7.0
  • packaging ==24.1
  • pamela ==1.1.0
  • pandas ==2.2.2
  • pandoc ==2.3
  • pandocfilters ==1.5.1
  • parso ==0.8.4
  • patsy ==0.5.6
  • pexpect ==4.9.0
  • pillow ==10.3.0
  • pip ==23.2.1
  • plac ==1.4.3
  • platformdirs ==4.2.2
  • plotly ==5.22.0
  • pluggy ==1.5.0
  • plumbum ==1.8.3
  • ply ==3.11
  • prettytable ==3.11.0
  • prometheus_client ==0.20.0
  • prompt_toolkit ==3.0.47
  • protobuf ==4.25.3
  • psutil ==6.0.0
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • py-cpuinfo ==9.0.0
  • py2bit ==0.3.0
  • pyBigWig ==0.3.23
  • pyOpenSSL ==24.1.0
  • pyaml-env ==1.2.1
  • pyasn1 ==0.6.0
  • pyasn1_modules ==0.4.0
  • pybind11 ==2.13.1
  • pycparser ==2.22
  • pycryptodome ==3.20.0
  • pydantic ==2.7.4
  • pydantic_core ==2.18.4
  • pyexr ==0.4.0
  • pyg-lib ==0.4.0
  • pyparsing ==3.1.2
  • pyquaternion ==0.9.9
  • pysam ==0.22.1
  • pytest ==8.2.2
  • python-dateutil ==2.9.0.post0
  • python-json-logger ==2.0.7
  • pytorch-lightning ==2.3.0
  • pytz ==2023.4
  • pytz ==2024.1
  • pyzmq ==26.0.3
  • rdflib ==7.0.0
  • referencing ==0.35.1
  • regex ==2024.7.24
  • requests ==2.32.3
  • requests ==2.28.2
  • requests-oauthlib ==2.0.0
  • reretry ==0.11.8
  • retrying ==1.3.4
  • rfc3339-validator ==0.1.4
  • rfc3986-validator ==0.1.1
  • rich ==13.4.2
  • rich ==13.7.1
  • rich-click ==1.8.3
  • rpds-py ==0.18.1
  • rsa ==4.9
  • scikit-image ==0.24.0
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.6.0
  • setproctitle ==1.3.3
  • setuptools ==60.2.0
  • setuptools ==65.5.0
  • shapely ==2.0.4
  • simpervisor ==1.0.0
  • six ==1.16.0
  • smart-open ==7.0.4
  • smmap ==5.0.1
  • snakemake ==8.14.0
  • snakemake-interface-common ==1.17.2
  • snakemake-interface-executor-plugins ==9.1.1
  • snakemake-interface-report-plugins ==1.0.0
  • snakemake-interface-storage-plugins ==3.2.2
  • sniffio ==1.3.1
  • snowballstemmer ==2.2.0
  • soupsieve ==2.5
  • spectra ==0.0.11
  • sphinxcontrib-applehelp ==1.0.8
  • sphinxcontrib-devhelp ==1.0.6
  • sphinxcontrib-htmlhelp ==2.0.5
  • sphinxcontrib-jsmath ==1.0.1
  • sphinxcontrib-qthelp ==1.0.7
  • sphinxcontrib-serializinghtml ==1.1.10
  • stack-data ==0.6.3
  • statsmodels ==0.14.2
  • stopit ==1.1.2
  • sympy ==1.12.1
  • tables ==3.9.2
  • tabulate ==0.9.0
  • tbb ==2021.13.0
  • tenacity ==8.4.1
  • tensorboard ==2.15.2
  • tensorboard-data-server ==0.7.2
  • tensorboardX ==2.6.2.2
  • tensorflow ==2.15.0
  • tensorflow-estimator ==2.15.0
  • tensorflow-io-gcs-filesystem ==0.37.0
  • tensorrt ==10.1.0
  • tensorrt-cu12 ==10.1.0
  • tensorrt-cu12-bindings ==10.1.0
  • tensorrt-cu12-libs ==10.1.0
  • termcolor ==2.4.0
  • terminado ==0.18.1
  • texttable ==1.7.0
  • threadpoolctl ==3.5.0
  • throttler ==1.2.2
  • tifffile ==2024.6.18
  • tinycss2 ==1.3.0
  • tinycudann ==1.7
  • tomli ==2.0.1
  • toposort ==1.10
  • torch ==2.3.1
  • torch-fidelity ==0.3.0
  • torch_cluster ==1.6.3
  • torch_geometric ==2.5.3
  • torch_scatter ==2.1.2
  • torch_sparse ==0.6.18
  • torch_spline_conv ==1.2.2
  • torchaudio ==2.3.1
  • torchmetrics ==1.4.0.post0
  • torchvision ==0.18.1
  • tornado ==6.4.1
  • tqdm ==4.65.2
  • tqdm ==4.66.4
  • traitlets ==5.14.3
  • traits ==6.4.3
  • trame ==3.6.3
  • trame-client ==3.2.0
  • trame-jupyter-extension ==2.1.2
  • trame-server ==3.0.2
  • trimesh ==4.4.3
  • triton ==2.3.1
  • typeguard ==4.3.0
  • types-python-dateutil ==2.9.0.20240316
  • typing ==3.7.4.3
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
  • uri-template ==1.3.0
  • urllib3 ==1.26.19
  • urllib3 ==2.2.2
  • wandb ==0.17.2
  • wcwidth ==0.2.13
  • webcolors ==24.6.0
  • webencodings ==0.5.1
  • websocket-client ==1.8.0
  • wheel ==0.43.0
  • widgetsnbextension ==4.0.11
  • wrapt ==1.14.1
  • wslink ==2.1.1
  • xgboost ==2.1.0
  • y-py ==0.6.2
  • yapf ==0.40.2
  • yarl ==1.9.4
  • ypy-websocket ==0.8.4
  • yte ==1.5.4
  • zipp ==3.19.2
  • zope.interface ==6.4.post2
wandb/run-20240822_033057-zb4sxx5k/files/requirements.txt pypi
  • Babel ==2.15.0
  • ConfigArgParse ==1.7
  • Cython ==3.0.10
  • DateTime ==5.5
  • Flask ==3.0.3
  • GitPython ==3.1.43
  • Jinja2 ==3.1.4
  • Keras-Preprocessing ==1.1.2
  • Mako ==1.3.5
  • Markdown ==3.6
  • MarkupSafe ==2.1.5
  • OpenEXR ==3.2.4
  • PuLP ==2.8.0
  • PyBIS ==1.36.3
  • PyQt5 ==5.15.10
  • PyQt5-Qt5 ==5.15.2
  • PyQt5-sip ==12.13.0
  • PyYAML ==6.0.1
  • Pygments ==2.18.0
  • Pyomo ==6.7.3
  • QtPy ==2.4.1
  • SCons ==4.7.0
  • SQLAlchemy ==2.0.31
  • Send2Trash ==1.8.3
  • Sphinx ==7.4.3
  • Werkzeug ==3.0.3
  • absl-py ==2.1.0
  • addict ==2.4.0
  • aiofiles ==22.1.0
  • aiohttp ==3.9.5
  • aiosignal ==1.3.1
  • aiosqlite ==0.20.0
  • alabaster ==0.7.16
  • alembic ==1.13.1
  • aliyun-python-sdk-core ==2.15.1
  • aliyun-python-sdk-kms ==2.16.4
  • annotated-types ==0.7.0
  • anyio ==4.4.0
  • appdirs ==1.4.4
  • argon2-cffi ==23.1.0
  • argon2-cffi-bindings ==21.2.0
  • argparse-dataclass ==2.0.0
  • arrow ==1.3.0
  • asttokens ==2.4.1
  • astunparse ==1.6.3
  • async-lru ==2.0.4
  • attrs ==23.2.0
  • beautifulsoup4 ==4.12.3
  • biopython ==1.83
  • bleach ==6.1.0
  • blinker ==1.8.2
  • blosc2 ==2.7.0
  • cachetools ==5.3.3
  • certifi ==2024.6.2
  • certipy ==0.1.3
  • cffi ==1.16.0
  • charset-normalizer ==3.3.2
  • cityscapesScripts ==2.2.3
  • click ==8.1.7
  • colorama ==0.4.6
  • coloredlogs ==15.0.1
  • colormath ==3.0.0
  • comm ==0.2.2
  • conda-inject ==1.3.2
  • connection_pool ==0.0.3
  • contourpy ==1.2.1
  • crcmod ==1.7
  • cryptography ==42.0.8
  • cycler ==0.12.1
  • dash ==2.17.1
  • dash-core-components ==2.0.0
  • dash-html-components ==2.0.0
  • dash-table ==5.0.0
  • datrie ==0.8.2
  • debugpy ==1.8.1
  • decorator ==5.1.1
  • deepTools ==3.5.5
  • deeptoolsintervals ==0.1.9
  • defusedxml ==0.7.1
  • docker-pycreds ==0.4.0
  • docutils ==0.21.2
  • dpath ==2.2.0
  • einops ==0.8.0
  • emcee ==3.1.6
  • entrypoints ==0.4
  • executing ==2.0.1
  • fastjsonschema ==2.20.0
  • filelock ==3.14.0
  • filelock ==3.15.3
  • flatbuffers ==24.3.25
  • fonttools ==4.53.0
  • fqdn ==1.5.1
  • frozenlist ==1.4.1
  • fsspec ==2024.6.0
  • ftfy ==6.2.3
  • gast ==0.5.4
  • gitdb ==4.0.11
  • google-auth ==2.31.0
  • google-auth-oauthlib ==1.2.0
  • google-pasta ==0.2.0
  • greenlet ==3.0.3
  • grpcio ==1.64.1
  • h11 ==0.14.0
  • h5py ==3.11.0
  • httpcore ==1.0.5
  • httpx ==0.27.0
  • humanfriendly ==10.0
  • humanize ==4.9.0
  • idna ==3.7
  • imageio ==2.34.1
  • imagesize ==1.4.1
  • immutables ==0.20
  • importlib_metadata ==7.2.0
  • iniconfig ==2.0.0
  • intel-cmplr-lib-ur ==2024.2.0
  • intel-openmp ==2023.2.4
  • ipykernel ==6.29.4
  • ipython ==8.25.0
  • ipython-genutils ==0.2.0
  • ipywidgets ==8.1.3
  • isodate ==0.6.1
  • isoduration ==20.11.0
  • itsdangerous ==2.2.0
  • jax ==0.4.30
  • jax-cuda12-pjrt ==0.4.30
  • jax-cuda12-plugin ==0.4.30
  • jaxlib ==0.4.30
  • jedi ==0.19.1
  • jmespath ==0.10.0
  • joblib ==1.4.2
  • json5 ==0.9.25
  • jsonpointer ==3.0.0
  • jsonschema ==4.22.0
  • jsonschema-specifications ==2023.12.1
  • jupyter-events ==0.10.0
  • jupyter-lsp ==2.2.5
  • jupyter-ydoc ==0.2.5
  • jupyter_client ==7.4.9
  • jupyter_core ==5.7.2
  • jupyter_server ==2.14.1
  • jupyter_server_fileid ==0.9.2
  • jupyter_server_proxy ==4.2.0
  • jupyter_server_terminals ==0.5.3
  • jupyter_server_ydoc ==0.8.0
  • jupyterhub ==5.0.0
  • jupyterlab ==4.2.2
  • jupyterlab_pygments ==0.3.0
  • jupyterlab_server ==2.27.2
  • jupyterlab_slurm ==3.0.1
  • jupyterlab_widgets ==3.0.11
  • kaleido ==0.2.1
  • keras ==2.15.0
  • kiwisolver ==1.4.5
  • lazy_loader ==0.4
  • libclang ==18.1.1
  • lightning ==2.3.0
  • lightning-utilities ==0.11.2
  • llvmlite ==0.43.0
  • lpips ==0.1.4
  • markdown-it-py ==3.0.0
  • matplotlib ==3.9.0
  • matplotlib-inline ==0.1.7
  • mdurl ==0.1.2
  • meson ==1.4.1
  • mistune ==3.0.2
  • mkl ==2023.1.0
  • ml-dtypes ==0.2.0
  • mmcv ==2.2.0
  • mmengine ==0.10.4
  • mmsegmentation ==1.2.2
  • model-index ==0.1.11
  • more-itertools ==10.3.0
  • mpmath ==1.3.0
  • msgpack ==1.0.8
  • multidict ==6.0.5
  • multiqc ==1.22.3
  • namex ==0.0.8
  • nbclassic ==1.1.0
  • nbclient ==0.10.0
  • nbconvert ==7.16.4
  • nbformat ==5.10.4
  • nbgitpuller ==1.2.1
  • ndindex ==1.8
  • nest-asyncio ==1.6.0
  • networkx ==3.3
  • ninja ==1.11.1.1
  • nose ==1.3.7
  • notebook ==6.5.7
  • notebook_shim ==0.2.4
  • numba ==0.60.0
  • numexpr ==2.10.1
  • numpy ==1.25.2
  • numpydoc ==1.7.0
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.3.101
  • nvidia-nvtx-cu12 ==12.1.105
  • oauthlib ==3.2.2
  • open3d ==0.18.0
  • opencv-contrib-python ==4.10.0.84
  • opencv-python ==4.10.0.84
  • opendatalab ==0.0.10
  • openmim ==0.3.9
  • openseespy ==3.6.0.2
  • openseespylinux ==3.6.0.2
  • openxlab ==0.1.1
  • opt-einsum ==3.3.0
  • optree ==0.11.0
  • ordered-set ==4.1.0
  • oss2 ==2.17.0
  • overrides ==7.7.0
  • packaging ==24.1
  • pamela ==1.1.0
  • pandas ==2.2.2
  • pandoc ==2.3
  • pandocfilters ==1.5.1
  • parso ==0.8.4
  • patsy ==0.5.6
  • pexpect ==4.9.0
  • pillow ==10.3.0
  • pip ==23.2.1
  • plac ==1.4.3
  • platformdirs ==4.2.2
  • plotly ==5.22.0
  • pluggy ==1.5.0
  • plumbum ==1.8.3
  • ply ==3.11
  • prettytable ==3.11.0
  • prometheus_client ==0.20.0
  • prompt_toolkit ==3.0.47
  • protobuf ==4.25.3
  • psutil ==6.0.0
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • py-cpuinfo ==9.0.0
  • py2bit ==0.3.0
  • pyBigWig ==0.3.23
  • pyOpenSSL ==24.1.0
  • pyaml-env ==1.2.1
  • pyasn1 ==0.6.0
  • pyasn1_modules ==0.4.0
  • pybind11 ==2.13.1
  • pycparser ==2.22
  • pycryptodome ==3.20.0
  • pydantic ==2.7.4
  • pydantic_core ==2.18.4
  • pyexr ==0.4.0
  • pyg-lib ==0.4.0
  • pyparsing ==3.1.2
  • pyquaternion ==0.9.9
  • pysam ==0.22.1
  • pytest ==8.2.2
  • python-dateutil ==2.9.0.post0
  • python-json-logger ==2.0.7
  • pytorch-lightning ==2.3.0
  • pytz ==2023.4
  • pytz ==2024.1
  • pyzmq ==26.0.3
  • rdflib ==7.0.0
  • referencing ==0.35.1
  • regex ==2024.7.24
  • requests ==2.32.3
  • requests ==2.28.2
  • requests-oauthlib ==2.0.0
  • reretry ==0.11.8
  • retrying ==1.3.4
  • rfc3339-validator ==0.1.4
  • rfc3986-validator ==0.1.1
  • rich ==13.4.2
  • rich ==13.7.1
  • rich-click ==1.8.3
  • rpds-py ==0.18.1
  • rsa ==4.9
  • scikit-image ==0.24.0
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.6.0
  • setproctitle ==1.3.3
  • setuptools ==60.2.0
  • setuptools ==65.5.0
  • shapely ==2.0.4
  • simpervisor ==1.0.0
  • six ==1.16.0
  • smart-open ==7.0.4
  • smmap ==5.0.1
  • snakemake ==8.14.0
  • snakemake-interface-common ==1.17.2
  • snakemake-interface-executor-plugins ==9.1.1
  • snakemake-interface-report-plugins ==1.0.0
  • snakemake-interface-storage-plugins ==3.2.2
  • sniffio ==1.3.1
  • snowballstemmer ==2.2.0
  • soupsieve ==2.5
  • spectra ==0.0.11
  • sphinxcontrib-applehelp ==1.0.8
  • sphinxcontrib-devhelp ==1.0.6
  • sphinxcontrib-htmlhelp ==2.0.5
  • sphinxcontrib-jsmath ==1.0.1
  • sphinxcontrib-qthelp ==1.0.7
  • sphinxcontrib-serializinghtml ==1.1.10
  • stack-data ==0.6.3
  • statsmodels ==0.14.2
  • stopit ==1.1.2
  • sympy ==1.12.1
  • tables ==3.9.2
  • tabulate ==0.9.0
  • tbb ==2021.13.0
  • tenacity ==8.4.1
  • tensorboard ==2.15.2
  • tensorboard-data-server ==0.7.2
  • tensorboardX ==2.6.2.2
  • tensorflow ==2.15.0
  • tensorflow-estimator ==2.15.0
  • tensorflow-io-gcs-filesystem ==0.37.0
  • tensorrt ==10.1.0
  • tensorrt-cu12 ==10.1.0
  • tensorrt-cu12-bindings ==10.1.0
  • tensorrt-cu12-libs ==10.1.0
  • termcolor ==2.4.0
  • terminado ==0.18.1
  • texttable ==1.7.0
  • threadpoolctl ==3.5.0
  • throttler ==1.2.2
  • tifffile ==2024.6.18
  • tinycss2 ==1.3.0
  • tinycudann ==1.7
  • tomli ==2.0.1
  • toposort ==1.10
  • torch ==2.3.1
  • torch-fidelity ==0.3.0
  • torch_cluster ==1.6.3
  • torch_geometric ==2.5.3
  • torch_scatter ==2.1.2
  • torch_sparse ==0.6.18
  • torch_spline_conv ==1.2.2
  • torchaudio ==2.3.1
  • torchmetrics ==1.4.0.post0
  • torchvision ==0.18.1
  • tornado ==6.4.1
  • tqdm ==4.65.2
  • tqdm ==4.66.4
  • traitlets ==5.14.3
  • traits ==6.4.3
  • trame ==3.6.3
  • trame-client ==3.2.0
  • trame-jupyter-extension ==2.1.2
  • trame-server ==3.0.2
  • trimesh ==4.4.3
  • triton ==2.3.1
  • typeguard ==4.3.0
  • types-python-dateutil ==2.9.0.20240316
  • typing ==3.7.4.3
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
  • uri-template ==1.3.0
  • urllib3 ==1.26.19
  • urllib3 ==2.2.2
  • wandb ==0.17.2
  • wcwidth ==0.2.13
  • webcolors ==24.6.0
  • webencodings ==0.5.1
  • websocket-client ==1.8.0
  • wheel ==0.43.0
  • widgetsnbextension ==4.0.11
  • wrapt ==1.14.1
  • wslink ==2.1.1
  • xgboost ==2.1.0
  • y-py ==0.6.2
  • yapf ==0.40.2
  • yarl ==1.9.4
  • ypy-websocket ==0.8.4
  • yte ==1.5.4
  • zipp ==3.19.2
  • zope.interface ==6.4.post2