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GitHub / ray-project / ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fray
Stars: 30,888
Forks: 5,218
Open Issues: 3,623
License: apache-2.0
Language: Python
Repo Size: 375 MB
Dependencies:
3,401
Created: over 7 years ago
Updated: 4 days ago
Last pushed: 22 days ago
Last synced: 22 days ago
Commit Stats
Commits: 20389
Authors: 1004
Mean commits per author: 20.31
Development Distribution Score: 0.935
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/ray-project/ray
Topics: automl, data-science, deep-learning, deployment, distributed, hyperparameter-optimization, hyperparameter-search, java, llm-serving, machine-learning, model-selection, optimization, parallel, python, pytorch, ray, reinforcement-learning, rllib, serving, tensorflow
Files
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Readme
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Dependencies
- actions/checkout v2 composite
- actions/github-script v5 composite
- anyscale/ray latest-py39-cu118 build
- anyscale/ray latest-py39-cu118 build
- anyscale/ray 2.6.1-py39-cu117 build
docker/base-deps/Dockerfile
docker
- ${BASE_IMAGE} latest build
- rayproject/ray-deps latest build
docker/examples/Dockerfile
docker
- rayproject/ray latest build
docker/ray/Dockerfile
docker
- $FULL_BASE_IMAGE latest build
docker/ray-deps/Dockerfile
docker
- rayproject/base-deps nightly"$BASE_IMAGE" build
docker/ray-ml/Dockerfile
docker
- "$FULL_BASE_IMAGE" latest build
- ${BASE_IMAGE} latest build
- rayproject/ray nightly-py310 build
- ubuntu 22.04 build
java/pom.xml
maven
- org.testng:testng 7.5.1
- tensorflow ==2.11.0
- torch ==1.12.0
- tensorflow ==2.11.0
- torch ==1.12.0
- tensorflow ==2.11.0
- torch ==1.12.0
- tensorflow ==2.11.0
- torch ==1.12.0
- @testing-library/jest-dom ^5.16.5 development
- @testing-library/react ^12.1.5 development
- @testing-library/user-event ^14.4.3 development
- @types/js-yaml ^4.0.5 development
- @types/react ^17.0.50 development
- @types/react-dom ^17.0.17 development
- @typescript-eslint/eslint-plugin ^5.41.0 development
- @typescript-eslint/parser ^5.41.0 development
- eslint-plugin-import ^2.26.0 development
- eslint-plugin-prefer-arrow ^1.2.3 development
- mockdate ^3.0.5 development
- npm ^8.19.2 development
- prettier 2.3.0 development
- @material-ui/core ^4.12.4
- @material-ui/icons ^4.11.3
- @material-ui/lab ^4.0.0-alpha.61
- @material-ui/pickers ^3.2.10
- @material-ui/styles ^4.11.5
- @reduxjs/toolkit ^1.3.1
- @types/classnames ^2.2.10
- @types/jest ^27.5.2
- @types/lodash ^4.14.161
- @types/lowlight ^0.0.1
- @types/node 13.9.5
- @types/numeral ^0.0.26
- @types/react-redux ^7.1.7
- @types/react-window ^1.8.2
- axios ^0.21.1
- classnames ^2.2.6
- copy-to-clipboard ^3.3.2
- dayjs ^1.9.4
- js-yaml ^4.1.0
- lodash ^4.17.20
- lowlight ^1.14.0
- react ^17.0.2
- react-dom ^17.0.2
- react-icons ^4.7.1
- react-router-dom ^6.4.3
- react-scripts ^5.0.1
- react-window ^1.8.5
- swr ^2.1.0
- typeface-roboto 0.0.75
- typescript ^4.8.4
- ray *
- boto3 *
- click *
- paramiko *
- pybuildkite *
- pyyaml *
- Pygments ==2.13.0
- autodoc_pydantic ==1.6.1
- jupytext ==1.13.6
- myst-nb ==0.13.1
- myst-parser ==0.15.2
- pydantic <2
- sphinx ==4.3.2
- sphinx-book-theme ==0.3.3
- sphinx-click ==3.0.2
- sphinx-copybutton ==0.4.0
- sphinx-external-toc ==0.2.4
- sphinx-jsonschema ==1.17.2
- sphinx-remove-toctrees ==0.0.3
- sphinx-sitemap ==2.2.0
- sphinx-tabs ==3.4.0
- sphinx-version-warning ==1.1.2
- sphinx_design ==0.4.1
- sphinxcontrib-redoc ==1.6.0
- sphinxemoji ==0.2.0
- urllib3 <1.27
- watchfiles *
- accelerate ==0.20.3
- bitsandbytes ==0.39.1
- diffusers ==0.19.3
- flax ==0.6.11
- huggingface_hub ==0.16.2
- ipywidgets *
- numpy ==1.24.4
- torch ==2.0.1
- torchvision ==0.15.2
- transformers ==4.30.2
- accelerate ==0.20.3 test
- diffusers ==0.17.1 test
- fastapi ==0.97.0 test
- ipywidgets * test
- matplotlib ==3.7.1 test
- numpy ==1.24.3 test
- torch ==2.0.1 test
- transformers ==4.30.1 test
- accelerate * test
- bitsandbytes * test
- dataset * test
- deepspeed * test
- evaluate * test
- fairscale * test
- lm_eval ==0.3.0 test
- protobuf <3.21.0 test
- pytorch-lightning * test
- sentencepiece * test
- tiktoken ==0.1.2 test
- torch ==2.0.0 test
- torchaudio ==2.0.1 test
- torchmetrics * test
- torchvision ==0.15.1 test
- transformers >=4.31.0 test
- wandb * test
- ray * test
- ray * test
- ray * test
- black ==22.10.0 development
- flake8 ==3.9.1 development
- flake8-quotes * development
- gym >=0.21.0,<0.24.0 development
- pandas * development
- requests * development
- scikit-image * development
- tensorflow * development
- yq * development
- keras ==2.7.0
- lightgbm_ray ==0.1.9
- pyarrow ==6.0.1
- pytorch-lightning ==1.5.10
- ray *
- tensorflow ==2.7.0
- tensorflow-probability ==0.14.1
- torch ==1.9.0
- torchvision ==0.10.0
- xgboost_ray ==0.1.18
- black ==22.10.0
- clang-format ==12.0.1
- docutils *
- flake8 ==3.9.1
- flake8-bugbear ==21.9.2
- flake8-comprehensions ==3.10.1
- flake8-quotes ==2.0.0
- isort ==5.10.1
- mypy ==0.982
- semgrep ==1.32.0
- shellcheck-py ==0.7.1.1
- types-PyYAML ==6.0.12.2
- yq *
- accelerate ==0.20.3
- comet-ml ==3.31.9
- lightgbm ==3.3.5
- lightgbm_ray ==0.1.9
- mlflow ==1.30.0
- mlflow ==2.4.1
- s3fs ==2023.1.0
- s3fs ==2023.5.0
- transformers ==4.19.1
- wandb ==0.13.4
- xgboost ==1.7.6
- xgboost ==1.6.2
- xgboost_ray ==0.1.18
- datasets * test
- google-cloud-bigquery * test
- google-cloud-bigquery-storage * test
- pickle5 * test
- pytest-repeat * test
- python-snappy * test
- soundfile * test
- tensorflow-datasets * test
- tensorflow ==2.11.0
- tensorflow-datasets *
- tensorflow-macos ==2.11.0
- tensorflow-probability ==0.19.0
- torch ==1.13.0
- torch ==2.0.1
- torch-cluster ==1.6.1
- torch-geometric ==2.3.1
- torch-scatter ==2.1.1
- torch-sparse ==0.6.17
- torch-spline-conv ==1.2.2
- torchmetrics ==0.9.3
- torchmetrics ==0.10.3
- torchtext ==0.15.2
- torchtext ==0.14.0
- torchvision ==0.15.2
- torchvision ==0.14.0
- tensorflow ==2.11.0
- tensorflow-datasets *
- tensorflow-macos ==2.11.0
- tensorflow-probability ==0.19.0
- torch ==2.0.1
- torch-cluster ==1.6.1
- torch-scatter ==2.1.1
- torch-sparse ==0.6.17
- torch-spline-conv ==1.2.2
- torchvision ==0.15.2
- higher ==0.2.1
- imageio-ffmpeg ==0.4.5
- msgpack *
- msgpack_numpy *
- onnx ==1.12.0
- onnxruntime ==1.14.1
- pyglet ==1.5.15
- rich ==12.6.0
- tf2onnx ==1.13.0
- ale_py ==0.8.1 test
- autorom * test
- chess ==1.7.0 test
- dm_control ==1.0.12 test
- dopamine-rl ==4.0.5 test
- gymnasium ==0.28.1 test
- h5py ==3.7.0 test
- imageio ==2.31.1 test
- kaggle_environments ==1.7.11 test
- minigrid ==2.1.1 test
- mlagents_envs ==0.28.0 test
- mujoco ==2.3.6 test
- open-spiel ==1.2 test
- pettingzoo ==1.23.1 test
- pymunk ==6.2.1 test
- recsim ==0.2.4 test
- shimmy * test
- supersuit ==3.8.0 test
- tensorflow_estimator ==2.11.0 test
- tinyscaler ==1.2.6 test
- evaluate ==0.4.0 test
- sentencepiece ==0.1.96 test
- ConfigSpace ==0.7.1
- ax-platform ==0.3.2
- ax-platform ==0.2.6
- bayesian-optimization ==1.4.3
- dragonfly-opt ==0.1.7
- flaml ==1.1.1
- hpbandster ==0.7.4
- hyperopt ==0.2.7
- nevergrad ==0.4.3.post7
- optuna ==3.2.0
- tune-sklearn ==0.4.6
- aim ==3.17.5 test
- fairscale ==0.4.6 test
- gpy ==1.10.0 test
- jupyterlab ==3.6.1 test
- matplotlib * test
- pytest-remotedata ==0.3.2 test
- pytorch-lightning ==1.6.5 test
- scikit-optimize ==0.9.0 test
- shortuuid ==1.0.1 test
- sigopt ==7.5.0 test
- timm ==0.9.2 test
- zoopt ==0.4.1 test
- Pillow ==9.2.0 test
- PyOpenSSL ==22.1.0 test
- Pygments ==2.13.0 test
- async-exit-stack ==1.0.1 test
- async-generator ==1.10 test
- asyncmock ==0.4.2 test
- attrs ==21.4.0 test
- azure-cli-core ==2.40.0 test
- azure-identity ==1.10.0 test
- azure-mgmt-compute ==23.1.0 test
- azure-mgmt-network ==19.0.0 test
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- backoff ==1.10 test
- beautifulsoup4 ==4.11.1 test
- boto3 ==1.24.59 test
- boto3 ==1.26.76 test
- cloudpickle ==2.2.0 test
- cryptography ==38.0.1 test
- cython ==0.29.32 test
- dataclasses * test
- fastapi ==0.99.1 test
- feather-format ==0.4.1 test
- flask ==2.1.3 test
- freezegun ==1.1.0 test
- google-api-python-client ==2.65.0 test
- google-cloud-storage ==2.5.0 test
- gradio ==3.11 test
- h11 ==0.12.0 test
- httpcore ==0.15.0 test
- importlib-metadata ==4.10.0 test
- jinja2 ==3.0.3 test
- joblib ==1.2.0 test
- jsonpatch ==1.32 test
- jupytext ==1.13.6 test
- kubernetes ==24.2.0 test
- llvmlite ==0.39.1 test
- lxml ==4.9.1 test
- markdown-it-py ==1.1.0 test
- memray * test
- moto ==4.0.7 test
- msrestazure ==0.6.4 test
- mypy ==0.982 test
- myst-nb ==0.13.1 test
- myst-parser ==0.15.2 test
- networkx ==2.6.3 test
- numba ==0.56.4 test
- numexpr ==2.8.4 test
- openpyxl ==3.0.10 test
- opentelemetry-api ==1.1.0 test
- opentelemetry-exporter-opencensus ==0.20b0 test
- opentelemetry-exporter-otlp ==1.1.0 test
- opentelemetry-sdk ==1.1.0 test
- pexpect ==4.8.0 test
- polars ==0.14.21 test
- proxy.py ==2.4.3 test
- pydantic ==1.10.12 test
- pydot ==1.4.2 test
- pygame ==2.1.2 test
- pymongo ==4.3.2 test
- pyspark ==3.3.1 test
- pytest ==7.0.1 test
- pytest-asyncio ==0.16.0 test
- pytest-docker-tools ==3.1.3 test
- pytest-forked ==1.4.0 test
- pytest-httpserver ==1.0.6 test
- pytest-lazy-fixture ==0.6.3 test
- pytest-rerunfailures ==11.1.2 test
- pytest-sugar ==0.9.5 test
- pytest-timeout ==2.1.0 test
- pytest-virtualenv ==1.7.0 test
- pytz ==2022.7.1 test
- redis ==4.4.2 test
- scikit-learn ==1.0.2 test
- segment-analytics-python ==2.2.0 test
- smart_open ==6.2.0 test
- sphinx ==4.3.2 test
- starlette ==0.27.0 test
- sympy ==1.10.1 test
- tensorboardX ==2.6.0 test
- testfixtures ==7.0.0 test
- threadpoolctl ==3.1.0 test
- tqdm ==4.64.1 test
- trustme ==0.9.0 test
- typing-extensions ==4.5.0 test
- uvicorn ==0.22.0 test
- watchfiles ==0.19.0 test
- websockets ==11.0.3 test
- werkzeug ==2.1.2 test
- xlrd ==2.0.1 test
- yq ==3.2.2 test
- aiohttp >=3.7
- aiohttp_cors *
- aiorwlock *
- aiosignal *
- click >=7.0
- colorful *
- dataclasses *
- dm_tree *
- fastapi *
- filelock *
- frozenlist *
- fsspec *
- gpustat >=1.0.0
- grpcio ==1.54.2
- grpcio >=1.54.2
- gymnasium ==0.28.1
- jsonschema *
- lz4 *
- msgpack <2.0.0,>=1.0.0
- numpy >=1.16
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- numpy >=1.20
- opencensus *
- opentelemetry-api *
- opentelemetry-exporter-otlp *
- opentelemetry-sdk *
- packaging *
- pandas *
- pandas >=1.3
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- jupyter-server-ydoc ==0.6.1
- jupyter-sphinx ==0.3.2
- jupyter-ydoc ==0.2.5
- jupyterlab ==3.6.1
- jupyterlab-pygments ==0.2.2
- jupyterlab-server ==2.24.0
- jupyterlab-widgets ==1.1.7
- jupytext ==1.13.6
- kaggle-environments ==1.7.11
- keras ==2.11.0
- kiwisolver ==1.4.5
- knack ==0.10.1
- kubernetes ==24.2.0
- labmaze ==1.0.6
- lazy-object-proxy ==1.9.0
- libclang ==16.0.6
- lightgbm ==3.3.5
- linear-operator ==0.4.0
- linkify-it-py ==1.0.3
- llvmlite ==0.39.1
- locket ==1.0.0
- lxml ==4.9.1
- lz4 ==4.3.2
- mako ==1.2.4
- markdown ==3.4.4
- markdown-it-py ==1.1.0
- markupsafe ==2.1.3
- matplotlib ==3.7.3
- matplotlib-inline ==0.1.6
- mccabe ==0.6.1
- mdit-py-plugins ==0.2.8
- memray ==1.10.0
- minigrid ==2.1.1
- mistune ==0.8.4
- ml-dtypes ==0.2.0
- mlagents-envs ==0.28.0
- mlflow ==2.4.1
- mock ==5.1.0
- modin ==0.22.2
- monotonic ==1.6
- more-itertools ==10.1.0
- moto ==4.0.7
- mpmath ==1.3.0
- msal ==1.18.0b1
- msal-extensions ==1.0.0
- msgpack ==1.0.7
- msgpack-numpy ==0.4.8
- msrest ==0.7.1
- msrestazure ==0.6.4
- mujoco ==2.3.6
- multidict ==6.0.4
- multipledispatch ==1.0.0
- multiprocess ==0.70.15
- mypy ==0.982
- mypy-extensions ==1.0.0
- myst-nb ==0.13.1
- myst-parser ==0.15.2
- nbclassic ==1.0.0
- nbclient ==0.5.13
- nbconvert ==6.5.4
- nbdime ==3.2.1
- nbformat ==5.9.2
- nest-asyncio ==1.5.8
- netifaces ==0.11.0
- networkx ==2.6.3
- nevergrad ==0.4.3.post7
- ninja ==1.11.1
- notebook ==6.5.6
- notebook-shim ==0.2.3
- numba ==0.56.4
- numexpr ==2.8.4
- numpy ==1.23.5
- nvidia-ml-py ==12.535.108
- oauth2client ==4.1.3
- oauthlib ==3.2.2
- onnx ==1.12.0
- onnxruntime ==1.14.1
- open-spiel ==1.2
- openapi-schema-validator ==0.4.4
- openapi-spec-validator ==0.5.7
- opencensus ==0.11.3
- opencensus-context ==0.1.3
- opencensus-proto ==0.1.0
- opencv-python ==4.8.1.78
- openpyxl ==3.0.10
- opentelemetry-api ==1.1.0
- opentelemetry-exporter-opencensus ==0.20b0
- opentelemetry-exporter-otlp ==1.1.0
- opentelemetry-exporter-otlp-proto-grpc ==1.1.0
- opentelemetry-proto ==1.1.0
- opentelemetry-sdk ==1.1.0
- opentelemetry-semantic-conventions ==0.20b0
- opt-einsum ==3.3.0
- optax ==0.1.7
- optuna ==3.2.0
- orbax-checkpoint ==0.2.3
- orjson ==3.9.7
- packaging ==21.3
- pandas ==1.5.3
- pandocfilters ==1.5.0
- paramiko ==2.12.0
- paramz ==0.9.5
- parso ==0.8.3
- partd ==1.4.1
- path ==16.7.1
- path-py ==12.5.0
- pathable ==0.4.3
- pathspec ==0.11.2
- pathtools ==0.1.2
- patsy ==0.5.3
- pbr ==5.11.1
- peewee ==3.16.3
- pettingzoo ==1.23.1
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pillow ==9.2.0
- pkginfo ==1.9.6
- pkgutil-resolve-name ==1.3.10
- platformdirs ==3.11.0
- plotly ==5.17.0
- pluggy ==1.3.0
- polars ==0.14.21
- portalocker ==2.8.2
- prometheus-client ==0.17.1
- promise ==2.3
- prompt-toolkit ==3.0.39
- proto-plus ==1.22.3
- protobuf ==3.19.6
- proxy-py ==2.4.3
- psutil ==5.9.5
- ptyprocess ==0.7.0
- pure-eval ==0.2.2
- py ==1.11.0
- py-cpuinfo ==9.0.0
- py-spy ==0.3.14
- py3nvml ==0.2.7
- py4j ==0.10.9.5
- pyaml ==23.9.7
- pyarrow ==12.0.1
- pyasn1 ==0.5.0
- pyasn1-modules ==0.3.0
- pycodestyle ==2.7.0
- pycparser ==2.21
- pycryptodome ==3.19.0
- pydantic ==1.10.12
- pydata-sphinx-theme ==0.8.1
- pydeprecate ==0.3.2
- pydot ==1.4.2
- pydub ==0.25.1
- pyflakes ==2.3.1
- pygame ==2.1.2
- pyglet ==1.5.15
- pygments ==2.13.0
- pyjwt ==2.8.0
- pymars ==0.10.0
- pymongo ==4.3.2
- pymoo ==0.6.0.1
- pymunk ==6.2.1
- pynacl ==1.5.0
- pyopengl ==3.1.7
- pyopenssl ==22.1.0
- pyparsing ==3.1.1
- pypng ==0.20220715.0
- pyro-api ==0.1.2
- pyro-ppl ==1.8.6
- pyro4 ==4.82
- pyrsistent ==0.19.3
- pysocks ==1.7.1
- pyspark ==3.3.1
- pytest ==7.0.1
- pytest-asyncio ==0.16.0
- pytest-docker-tools ==3.1.3
- pytest-fixture-config ==1.7.0
- pytest-forked ==1.4.0
- pytest-httpserver ==1.0.6
- pytest-lazy-fixture ==0.6.3
- pytest-remotedata ==0.3.2
- pytest-repeat ==0.9.2
- pytest-rerunfailures ==11.1.2
- pytest-shutil ==1.7.0
- pytest-sugar ==0.9.5
- pytest-timeout ==2.1.0
- pytest-virtualenv ==1.7.0
- python-dateutil ==2.8.2
- python-dotenv ==1.0.0
- python-jose ==3.3.0
- python-json-logger ==2.0.7
- python-lsp-jsonrpc ==1.0.0
- python-multipart ==0.0.6
- python-snappy ==0.6.1
- pytorch-lightning ==1.6.5
- pytz ==2022.7.1
- pyu2f ==0.1.5
- pyvmomi ==8.0.2.0
- pywavelets ==1.4.1
- pyyaml ==6.0.1
- pyzmq ==24.0.1
- querystring-parser ==1.2.4
- raydp ==1.7.0b20230919.dev0
- recsim ==0.2.4
- redis ==4.4.2
- regex ==2023.10.3
- requests ==2.31.0
- requests-oauthlib ==1.3.1
- requests-toolbelt ==1.0.0
- responses ==0.13.4
- restrictedpython ==6.2
- retry-decorator ==1.1.1
- rfc3339-validator ==0.1.4
- rfc3986-validator ==0.1.1
- rich ==12.6.0
- rsa ==4.7.2
- ruamel-yaml ==0.17.35
- ruamel-yaml-clib ==0.2.8
- s3fs ==2023.5.0
- s3transfer ==0.6.2
- safetensors ==0.3.3
- sarif-om ==1.0.4
- scikit-image ==0.19.3
- scikit-learn ==1.0.2
- scikit-optimize ==0.9.0
- scipy ==1.10.1
- segment-analytics-python ==2.2.0
- semantic-version ==2.10.0
- semgrep ==1.32.0
- send2trash ==1.8.2
- sentencepiece ==0.1.96
- sentry-sdk ==1.31.0
- serpent ==1.41
- setproctitle ==1.3.3
- shellcheck-py ==0.7.1.1
- shimmy ==1.2.1
- shortuuid ==1.0.1
- sigopt ==7.5.0
- six ==1.16.0
- smart-open ==6.2.0
- smmap ==5.0.1
- sniffio ==1.3.0
- snowballstemmer ==2.2.0
- sortedcontainers ==2.4.0
- soundfile ==0.12.1
- soupsieve ==2.5
- sphinx ==4.3.2
- sphinx-book-theme ==0.3.3
- sphinx-click ==3.0.2
- sphinx-copybutton ==0.4.0
- sphinx-design ==0.4.1
- sphinx-external-toc ==0.2.4
- sphinx-jsonschema ==1.17.2
- sphinx-remove-toctrees ==0.0.3
- sphinx-sitemap ==2.2.0
- sphinx-tabs ==3.4.0
- sphinx-togglebutton ==0.2.3
- sphinx-version-warning ==1.1.2
- sphinxcontrib-applehelp ==1.0.4
- sphinxcontrib-devhelp ==1.0.2
- sphinxcontrib-htmlhelp ==2.0.1
- sphinxcontrib-jsmath ==1.0.1
- sphinxcontrib-qthelp ==1.0.3
- sphinxcontrib-redoc ==1.6.0
- sphinxcontrib-serializinghtml ==1.1.5
- sphinxemoji ==0.2.0
- sqlalchemy ==1.4.17
- sqlparse ==0.4.4
- sshpubkeys ==3.3.1
- stack-data ==0.6.3
- starlette ==0.27.0
- statsmodels ==0.14.0
- supersuit ==3.8.0
- sympy ==1.12
- tabulate ==0.9.0
- tblib ==2.0.0
- tenacity ==8.2.3
- tensorboard ==2.11.2
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.1
- tensorboardx ==2.6
- tensorflow ==2.11.0
- tensorflow-datasets ==4.9.0
- tensorflow-estimator ==2.11.0
- tensorflow-io-gcs-filesystem ==0.34.0
- tensorflow-metadata ==1.13.0
- tensorflow-probability ==0.19.0
- tensorstore ==0.1.45
- termcolor ==2.3.0
- terminado ==0.17.1
- testfixtures ==7.0.0
- tf-slim ==1.1.0
- tf2onnx ==1.13.0
- threadpoolctl ==3.1.0
- tifffile ==2023.7.10
- timm ==0.9.2
- tinycss2 ==1.2.1
- tinyscaler ==1.2.6
- tokenizers ==0.12.1
- toml ==0.10.2
- tomli ==2.0.1
- tomlkit ==0.12.1
- toolz ==0.12.0
- torch ==2.0.1
- torch-cluster ==1.6.1
- torch-geometric ==2.3.1
- torch-scatter ==2.1.1
- torch-sparse ==0.6.17
- torch-spline-conv ==1.2.2
- torchdata ==0.6.1
- torchmetrics ==0.10.3
- torchtext ==0.15.2
- torchvision ==0.15.2
- tornado ==6.1
- tqdm ==4.64.1
- traitlets ==5.11.2
- transformers ==4.19.1
- trustme ==0.9.0
- typeguard ==2.13.3
- typer ==0.9.0
- types-python-dateutil ==2.8.19.14
- types-pyyaml ==6.0.12.2
- typing-extensions ==4.5.0
- uc-micro-py ==1.0.2
- ujson ==5.8.0
- uri-template ==1.3.0
- uritemplate ==4.1.1
- urllib3 ==1.26.17
- uvicorn ==0.22.0
- uvloop ==0.17.0
- virtualenv ==20.21.0
- wandb ==0.13.4
- watchfiles ==0.19.0
- wcmatch ==8.5
- wcwidth ==0.2.8
- webcolors ==1.13
- webencodings ==0.5.1
- websocket-client ==1.6.3
- websockets ==11.0.3
- werkzeug ==2.1.2
- wheel ==0.41.2
- widgetsnbextension ==3.6.6
- wrapt ==1.15.0
- wurlitzer ==3.0.3
- xgboost ==1.7.6
- xlrd ==2.0.1
- xmltodict ==0.13.0
- xxhash ==3.4.1
- y-py ==0.6.2
- yarl ==1.9.2
- ypy-websocket ==0.8.4
- yq ==3.2.2
- zict ==3.0.0
- zipp ==3.17.0
- zoopt ==0.4.1
python/setup.py
pypi
- Light *
- aiosignal *
- click *
- filelock *
- frozenlist *
- jsonschema *
- msgpack *
- numpy *
- packaging *
- protobuf *
- pyyaml *
- requests *
- typing_extensions *
- we *
- lightgbm_ray * test
- ray * test
- xgboost_ray * test
- torch * test
- torchvision * test
- tensorflow * test
- torch * test
- tblib * test
- tensorflow * test
- torch * test
- ale-py *
- anyscale *
- boto3 *
- cmake *
- crc32c *
- cython *
- gcsfs *
- gsutil *
- gym *
- importlib-metadata *
- lightgbm *
- memray *
- openskill *
- petastorm *
- protobuf *
- pyarrow *
- pytest *
- requests >=2.31.0
- scikit-learn *
- scipy *
- semidbm *
- tblib *
- tensorboardX *
- tensorflow *
- terminado *
- tqdm *
- trueskill *
- typer *
- wandb *
- xarray *
- xgboost *
- zarr *
- apt-transport-https *
- ca-certificates *
- curl *
- gnupg *
- google-cloud-sdk *
- htop *
- libaio1 *
- libgl1-mesa-glx *
- libglfw3 *
- libjemalloc-dev *
- libosmesa6-dev *
- patchelf *
- unzip *
- zip *
- accelerate *
- boto3 *
- cmake *
- crc32c *
- cupy-cuda113 *
- datasets *
- deepspeed *
- diffusers *
- evaluate *
- fastapi *
- filelock *
- gcsfs *
- gsutil *
- jupytext *
- memray *
- modin *
- mosaicml-streaming *
- numpy *
- openskill *
- petastorm *
- pyarrow *
- pytest *
- pytorch_lightning *
- scikit-learn *
- semidbm *
- tblib *
- tensorboardX *
- torch *
- torchtext *
- torchvision *
- tqdm *
- transformers *
- trueskill *
- typer *
- typing-extensions *
- urllib3 *
- uvicorn *
- validators *
- wandb *
- xgboost *
- accelerate *
- bitsandbytes *
- dataset *
- datasets *
- decord *
- deepspeed *
- diffusers *
- evaluate *
- fairscale *
- fastapi *
- ipywidgets *
- lm_eval *
- matplotlib *
- numpy *
- openai-whisper *
- protobuf *
- pytorch-lightning *
- sentencepiece *
- statsforecast *
- tiktoken *
- torch *
- torchaudio *
- torchmetrics *
- torchtext *
- torchvision *
- transformers >=4.31.0
- typepy >=1.3.2
- wandb *
- PyGithub *
- anyscale *
- boto3 *
- click *
- expiringdict *
- google-cloud-storage *
- jinja2 *
- kubernetes *
- protobuf >=3.15.3,
- pybuildkite *
- pydantic <1.10.0
- python-dotenv *
- pytz *
- pyyaml *
- requests *
- retry *
- slackclient *
- toml *
- typer *
- xgboost_ray *
- PyGithub *
- anyscale *
- bazel-runfiles *
- boto3 *
- click *
- freezegun *
- google-cloud-storage *
- jinja2 *
- protobuf >=3.15.3,
- pybuildkite *
- pydantic <1.10.0
- pytest *
- pyyaml *
- requests *
- retry *
release/setup.py
pypi
- ray >=1.9
- tensorflow ==2.11.0
- torch ==1.12.0
- tensorflow ==2.11.0
- torch ==1.12.0
- gym *
- gymnasium ==0.26.3
- open-spiel ==1.3
- ray [rllib]==2.5.0
- tensorflow ==2.11.0
- torch ==1.12.0
- torch ==1.12.0
- tensorflow ==2.11.0
- torch ==1.12.0
- tensorflow ==2.11.0
- torch ==1.12.0
- tensorflow ==2.11.0
- torch ==1.12.0
- gymnasium *
- ray [rllib]==2.5.0
- recsim *
- tensorflow-probability ==0.20.1
- tensorflow ==2.13.0
- tensorflow-probability ==0.20.1
- torch ==1.12.0
- torch ==1.12.0
- tensorflow ==2.13.0
- torch ==1.13.1
- torch ==1.12.0
- torch ==1.12.0
- tensorflow ==2.11.0
- torch ==1.12.0
- chess ==1.10.0
- gymnasium ==0.26.3
- pettingzoo ==1.22.4
- pygame *
- ray [rllib]==2.5.0
- torch ==1.12.0
- tensorflow ==2.11.0
- tensorflow-probability ==0.19.0
- tensorflow ==2.11.0
- torch ==1.12.0
- torch ==1.12.0
- tensorflow ==2.11.0
- torch ==1.12.0
- torch ==1.12.0
- aiohttp ==3.8.4
- aiosignal ==1.3.1
- anyscale ==0.5.106
- argon2-cffi ==21.3.0
- argon2-cffi-bindings ==21.2.0
- async-timeout ==4.0.2
- asynctest ==0.13.0
- attrs ==23.1.0
- backports-zoneinfo ==0.2.1
- bazel-runfiles ==0.21.0
- boto3 ==1.26.131
- botocore ==1.29.131
- cachetools ==5.3.0
- certifi ==2023.5.7
- cffi ==1.15.1
- charset-normalizer ==3.1.0
- click ==8.1.3
- colorama ==0.4.6
- cryptography ==40.0.2
- decorator ==5.1.1
- deprecated ==1.2.13
- exceptiongroup ==1.1.1
- expiringdict ==1.2.2
- freezegun ==1.2.2
- frozenlist ==1.3.3
- gitdb ==4.0.10
- gitpython ==3.1.31
- google-api-core ==2.11.0
- google-auth ==2.17.3
- google-cloud-core ==2.3.2
- google-cloud-storage ==2.9.0
- google-crc32c ==1.5.0
- google-resumable-media ==2.5.0
- googleapis-common-protos ==1.59.0
- halo ==0.0.31
- httplib2 ==0.22.0
- humanize ==4.6.0
- idna ==3.4
- importlib-metadata ==6.6.0
- importlib-resources ==5.12.0
- iniconfig ==2.0.0
- jinja2 ==3.1.2
- jmespath ==1.0.1
- jsonpatch ==1.32
- jsonpointer ==2.3
- jsonschema ==4.17.3
- log-symbols ==0.0.14
- markdown-it-py ==2.2.0
- markupsafe ==2.1.2
- mdurl ==0.1.2
- multidict ==6.0.4
- oauth2client ==4.1.3
- packaging ==23.1
- pathspec ==0.11.1
- pkgutil-resolve-name ==1.3.10
- pluggy ==1.0.0
- protobuf ==4.23.2
- py ==1.11.0
- pyasn1 ==0.5.0
- pyasn1-modules ==0.3.0
- pybuildkite ==1.2.2
- pycparser ==2.21
- pydantic ==1.9.2
- pygithub ==1.58.2
- pygments ==2.15.1
- pyjwt ==2.7.0
- pynacl ==1.5.0
- pyparsing ==3.0.9
- pyrsistent ==0.19.3
- pytest ==7.3.1
- python-dateutil ==2.8.2
- pyyaml ==6.0
- requests ==2.31.0
- retry ==0.9.2
- rich ==13.3.5
- rsa ==4.9
- s3transfer ==0.6.1
- six ==1.16.0
- smart-open ==6.3.0
- smmap ==5.0.0
- spinners ==0.0.24
- tabulate ==0.9.0
- termcolor ==2.3.0
- tomli ==2.0.1
- tqdm ==4.65.0
- typing-extensions ==4.6.2
- tzlocal ==5.0.1
- urllib3 ==1.26.16
- wrapt ==1.15.0
- yarl ==1.9.2
- zipp ==3.15.0
- grpcio ==1.57.0
- grpcio-tools ==1.46.5
- protobuf ==3.20.3
- setuptools ==68.0.0