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Python 3.10 Anyscale and Ray Dependencies

Ray 2.3.0​

The base image anyscale/ray:2.3.0-py310-cpu contains the following packages:

adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.2.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.82
botocore==1.29.82
brotlipy==0.7.0
cachetools==5.3.0
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
cryptography==38.0.4
Cython==0.29.32
debugpy==1.6.6
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.13
distlib==0.3.6
dm-tree==0.1.8
docutils==0.16
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
flatbuffers==23.1.21
frozenlist==1.3.3
fsspec==2023.1.0
gitdb==4.0.10
GitPython==3.1.31
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.6.0
idna==3.4
imageio==2.26.0
importlib-resources==5.12.0
ipykernel==6.21.2
ipython==8.11.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==8.0.3
jupyter_core==5.2.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
knack==0.10.1
kubernetes==26.1.0
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==2.0.5
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
networkx==3.0
notebook==6.0.3
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.1
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==22.3.1
pkginfo==1.9.6
platformdirs==3.0.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.16.0
prompt-toolkit==3.0.38
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
Pygments==2.14.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
ray==2.3.0
ray-cpp==2.3.0
redis==3.5.3
requests==2.28.1
requests-oauthlib==1.3.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.0
setuptools==65.6.3
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
stack-data==0.6.2
starlette==0.25.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.2.0
terminado==0.10.1
tifffile==2023.2.27
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
wheel==0.37.1
wrapt==1.15.0
yarl==1.8.2
zstandard==0.18.0

Ray 2.3.0, ML libraries​

The base image anyscale/ray-ml:2.3.0-py310-cpu contains the following packages:

absl-py==1.4.0
accelerate==0.5.1
adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
ale-py==0.8.1
alembic==1.4.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
astunparse==1.6.3
async-timeout==4.0.2
attrs==22.2.0
autocfg==0.0.8
autogluon.common==0.7.0
autogluon.core==0.7.0
autograd==1.5
autopage==0.5.1
AutoROM==0.5.5
AutoROM.accept-rom-license==0.5.5
awscli==1.25.6
awscliv2==2.2.0
ax-platform==0.2.4
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bayesian-optimization==1.2.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.80
botocore==1.29.82
botorch==0.6.2
brotlipy==0.7.0
cached-property==1.5.2
cachetools==5.3.0
catboost==1.1.1
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
chess==1.7.0
chex==0.1.6
click==8.1.3
cliff==4.2.0
cloudpickle==2.2.1
cma==3.3.0
cmaes==0.9.1
cmd2==2.4.3
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
colorlog==6.7.0
comet-ml==3.31.9
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
configobj==5.0.8
ConfigSpace==0.4.18
contourpy==1.0.7
coolname==1.1.0
cryptography==38.0.4
cycler==0.11.0
Cython==0.29.32
databricks-cli==0.17.4
datasets==2.0.0
debugpy==1.6.6
decorator==5.1.1
decord==0.6.0
defusedxml==0.7.1
Deprecated==1.2.13
dill==0.3.6
distlib==0.3.6
dm-tree==0.1.8
docker==6.0.1
docker-pycreds==0.4.0
docstring-parser==0.15
docutils==0.16
dopamine-rl==4.0.6
dragonfly-opt==0.1.6
dulwich==0.21.3
entrypoints==0.4
etils==1.0.0
everett==3.1.0
exceptiongroup==1.1.0
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
FLAML==1.1.1
Flask==2.2.3
flatbuffers==1.12
flax==0.6.6
fonttools==4.38.0
freezegun==1.1.0
frozenlist==1.3.3
fsspec==2023.1.0
future==0.18.3
gast==0.4.0
gin-config==0.5.0
gitdb==4.0.10
GitPython==3.1.31
glfw==2.5.6
gluoncv==0.10.1.post0
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-auth-oauthlib==0.4.6
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-pasta==0.2.0
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
GPy==1.10.0
gpytorch==1.9.1
graphviz==0.8.4
greenlet==2.0.2
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
gunicorn==20.1.0
gym==0.26.2
gym-notices==0.0.8
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
h5py==3.7.0
halo==0.0.31
HEBO==0.3.2
higher==0.2.1
hpbandster==0.7.4
httplib2==0.21.0
huggingface-hub==0.12.1
humanfriendly==10.0
humanize==4.6.0
hyperopt==0.2.5
idna==3.4
imageio==2.26.0
imageio-ffmpeg==0.4.5
importlib-metadata==4.13.0
importlib-resources==5.12.0
iniconfig==2.0.0
ipykernel==6.21.2
ipython==8.10.0
ipython-genutils==0.2.0
ipywidgets==8.0.4
isodate==0.6.1
itsdangerous==2.1.2
jax==0.4.4
jaxlib==0.4.4
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
joblib==1.2.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter==1.0.0
jupyter_client==8.0.3
jupyter-console==6.6.2
jupyter_core==5.2.0
jupyter-events==0.6.3
jupyter_server==2.3.0
jupyter_server_terminals==0.4.4
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
jupyterlab-widgets==3.0.5
kaggle-environments==1.7.11
keras==2.9.0
Keras-Preprocessing==1.1.2
kiwisolver==1.4.4
knack==0.10.1
kubernetes==26.1.0
libclang==15.0.6.1
libtorrent==2.0.7
lightgbm==3.2.1
lightgbm-ray==0.1.8
lightning-bolts==0.4.0
linear-operator==0.3.0
log-symbols==0.0.14
lz4==4.3.2
Mako==1.2.4
Markdown==3.4.1
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib==3.7.0
matplotlib-inline==0.1.6
mdurl==0.1.2
Minigrid==2.1.0
mistune==2.0.5
mlagents-envs==0.28.0
mlflow==1.21.0
modin==0.12.1
mosaicml==0.10.1
mpmath==1.2.1
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
mujoco==2.2.0
mujoco-py==2.1.2.14
multidict==6.0.4
multipledispatch==0.6.0
multiprocess==0.70.14
mxnet==1.8.0.post0
nbclassic==0.5.2
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
netifaces==0.11.0
networkx==3.0
nevergrad==0.4.3.post7
notebook==6.0.3
notebook_shim==0.2.2
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
onnx==1.12.0
onnxruntime==1.12.0
open-spiel==1.2
opencensus==0.11.1
opencensus-context==0.1.3
opencv-python==4.7.0.72
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
opt-einsum==3.3.0
optax==0.1.4
optuna==2.10.0
orbax==0.1.2
packaging==23.0
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
paramz==0.9.5
parso==0.8.3
pathspec==0.11.0
pathtools==0.1.2
patsy==0.5.3
pbr==5.11.1
PettingZoo==1.22.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==23.0.1
pkginfo==1.9.6
platformdirs==3.0.0
plotly==5.13.1
pluggy==1.0.0
portalocker==2.7.0
prettytable==3.6.0
prometheus-client==0.13.1
prometheus-flask-exporter==0.22.2
promise==2.3
prompt-toolkit==3.0.37
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==8.0.0
py-spy==0.3.14
pyaml==21.10.1
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
pyDeprecate==0.3.2
pygame==2.1.2
pyglet==1.5.15
Pygments==2.14.0
PyJWT==2.6.0
pymoo==0.5.0
pymunk==6.2.1
PyNaCl==1.5.0
PyOpenGL==3.1.6
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyperclip==1.8.2
pypng==0.20220715.0
Pyro4==4.82
pyrsistent==0.19.3
PySocks==1.7.1
pytest==7.2.1
pytest-remotedata==0.3.2
python-dateutil==2.8.2
python-editor==1.0.4
python-json-logger==2.0.7
pytorch-lightning==1.6.5
pytorch-ranger==0.1.1
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
qtconsole==5.4.0
QtPy==2.3.0
querystring-parser==1.2.4
ray==2.3.0
ray-cpp==2.3.0
ray-lightning==0.3.0
recsim==0.2.4
redis==3.5.3
regex==2022.10.31
requests==2.28.2
requests-oauthlib==1.3.1
requests-toolbelt==0.10.1
responses==0.18.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scikit-learn==1.2.1
scikit-optimize==0.9.0
scipy==1.10.1
semantic-version==2.10.0
Send2Trash==1.8.0
sentencepiece==0.1.96
sentry-sdk==1.16.0
serpent==1.41
setproctitle==1.3.2
setuptools==65.6.3
shortuuid==1.0.1
sigopt==7.5.0
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
SQLAlchemy==2.0.4
sqlparse==0.4.3
stack-data==0.6.2
starlette==0.25.0
statsmodels==0.13.5
stevedore==5.0.0
SuperSuit==3.7.0
sympy==1.11.1
tabulate==0.9.0
tblib==1.7.0
tenacity==8.2.1
tensorboard==2.9.1
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorboardX==2.6
tensorflow==2.9.0
tensorflow-estimator==2.9.0
tensorflow-io-gcs-filesystem==0.31.0
tensorflow-probability==0.17.0
tensorstore==0.1.33
termcolor==2.2.0
terminado==0.10.1
tf-slim==1.1.0
tf2onnx==1.12.1
threadpoolctl==3.1.0
tifffile==2023.2.27
timm==0.4.5
tinycss2==1.2.1
tinyscaler==1.2.5
tokenizers==0.12.1
tomli==2.0.1
toolz==0.12.0
torch==1.13.0+cu116
torch-cluster==1.6.0+pt113cu116
torch-geometric==2.1.0
torch-optimizer==0.3.0
torch-scatter==2.1.0+pt113cu116
torch-sparse==0.6.15+pt113cu116
torch-spline-conv==1.2.1+pt113cu116
torchmetrics==0.7.3
torchvision==0.14.0+cu116
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
transformers==4.19.1
tune-sklearn==0.4.4
typeguard==2.13.3
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wandb==0.13.4
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
Werkzeug==2.2.3
wheel==0.37.1
widgetsnbextension==4.0.5
wrapt==1.15.0
wurlitzer==3.0.3
xgboost==1.3.3
xgboost-ray==0.1.15
xxhash==3.2.0
yacs==0.1.8
yahp==0.1.3
yarl==1.8.2
zipp==3.15.0
zoopt==0.4.1
zstandard==0.18.0

Ray 2.3.0, ML libraries, GPU support​

The base image anyscale/ray-ml:2.3.0-py310-gpu contains the following packages:

absl-py==1.4.0
accelerate==0.5.1
adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
ale-py==0.8.1
alembic==1.4.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
astunparse==1.6.3
async-timeout==4.0.2
attrs==22.2.0
autocfg==0.0.8
autogluon.common==0.7.0
autogluon.core==0.7.0
autograd==1.5
autopage==0.5.1
AutoROM==0.5.5
AutoROM.accept-rom-license==0.5.5
awscli==1.25.6
awscliv2==2.2.0
ax-platform==0.2.4
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bayesian-optimization==1.2.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.80
botocore==1.29.82
botorch==0.6.2
brotlipy==0.7.0
cached-property==1.5.2
cachetools==5.3.0
catboost==1.1.1
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
chess==1.7.0
chex==0.1.6
click==8.1.3
cliff==4.2.0
cloudpickle==2.2.1
cma==3.3.0
cmaes==0.9.1
cmd2==2.4.3
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
colorlog==6.7.0
comet-ml==3.31.9
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
configobj==5.0.8
ConfigSpace==0.4.18
contourpy==1.0.7
coolname==1.1.0
cryptography==38.0.4
cycler==0.11.0
Cython==0.29.32
databricks-cli==0.17.4
datasets==2.0.0
debugpy==1.6.6
decorator==5.1.1
decord==0.6.0
defusedxml==0.7.1
Deprecated==1.2.13
dill==0.3.6
distlib==0.3.6
dm-tree==0.1.8
docker==6.0.1
docker-pycreds==0.4.0
docstring-parser==0.15
docutils==0.16
dopamine-rl==4.0.6
dragonfly-opt==0.1.6
dulwich==0.21.3
entrypoints==0.4
etils==1.0.0
everett==3.1.0
exceptiongroup==1.1.0
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
FLAML==1.1.1
Flask==2.2.3
flatbuffers==1.12
flax==0.6.6
fonttools==4.38.0
freezegun==1.1.0
frozenlist==1.3.3
fsspec==2023.1.0
future==0.18.3
gast==0.4.0
gin-config==0.5.0
gitdb==4.0.10
GitPython==3.1.31
glfw==2.5.6
gluoncv==0.10.1.post0
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-auth-oauthlib==0.4.6
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-pasta==0.2.0
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
GPy==1.10.0
gpytorch==1.9.1
graphviz==0.8.4
greenlet==2.0.2
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
gunicorn==20.1.0
gym==0.26.2
gym-notices==0.0.8
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
h5py==3.7.0
halo==0.0.31
HEBO==0.3.2
higher==0.2.1
hpbandster==0.7.4
httplib2==0.21.0
huggingface-hub==0.12.1
humanfriendly==10.0
humanize==4.6.0
hyperopt==0.2.5
idna==3.4
imageio==2.26.0
imageio-ffmpeg==0.4.5
importlib-metadata==4.13.0
importlib-resources==5.12.0
iniconfig==2.0.0
ipykernel==6.21.2
ipython==8.10.0
ipython-genutils==0.2.0
ipywidgets==8.0.4
isodate==0.6.1
itsdangerous==2.1.2
jax==0.4.4
jaxlib==0.4.4
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
joblib==1.2.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter==1.0.0
jupyter_client==8.0.3
jupyter-console==6.6.2
jupyter_core==5.2.0
jupyter-events==0.6.3
jupyter_server==2.3.0
jupyter_server_terminals==0.4.4
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
jupyterlab-widgets==3.0.5
kaggle-environments==1.7.11
keras==2.9.0
Keras-Preprocessing==1.1.2
kiwisolver==1.4.4
knack==0.10.1
kubernetes==26.1.0
libclang==15.0.6.1
libtorrent==2.0.7
lightgbm==3.2.1
lightgbm-ray==0.1.8
lightning-bolts==0.4.0
linear-operator==0.3.0
log-symbols==0.0.14
lz4==4.3.2
Mako==1.2.4
Markdown==3.4.1
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib==3.7.0
matplotlib-inline==0.1.6
mdurl==0.1.2
Minigrid==2.1.0
mistune==2.0.5
mlagents-envs==0.28.0
mlflow==1.21.0
modin==0.12.1
mosaicml==0.10.1
mpmath==1.2.1
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
mujoco==2.2.0
mujoco-py==2.1.2.14
multidict==6.0.4
multipledispatch==0.6.0
multiprocess==0.70.14
mxnet==1.8.0.post0
nbclassic==0.5.2
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
netifaces==0.11.0
networkx==3.0
nevergrad==0.4.3.post7
notebook==6.0.3
notebook_shim==0.2.2
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
onnx==1.12.0
onnxruntime==1.12.0
open-spiel==1.2
opencensus==0.11.1
opencensus-context==0.1.3
opencv-python==4.7.0.72
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
opt-einsum==3.3.0
optax==0.1.4
optuna==2.10.0
orbax==0.1.2
packaging==23.0
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
paramz==0.9.5
parso==0.8.3
pathspec==0.11.0
pathtools==0.1.2
patsy==0.5.3
pbr==5.11.1
PettingZoo==1.22.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==23.0.1
pkginfo==1.9.6
platformdirs==3.0.0
plotly==5.13.1
pluggy==1.0.0
portalocker==2.7.0
prettytable==3.6.0
prometheus-client==0.13.1
prometheus-flask-exporter==0.22.2
promise==2.3
prompt-toolkit==3.0.37
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==8.0.0
py-spy==0.3.14
pyaml==21.10.1
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
pyDeprecate==0.3.2
pygame==2.1.2
pyglet==1.5.15
Pygments==2.14.0
PyJWT==2.6.0
pymoo==0.5.0
pymunk==6.2.1
PyNaCl==1.5.0
PyOpenGL==3.1.6
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyperclip==1.8.2
pypng==0.20220715.0
Pyro4==4.82
pyrsistent==0.19.3
PySocks==1.7.1
pytest==7.2.1
pytest-remotedata==0.3.2
python-dateutil==2.8.2
python-editor==1.0.4
python-json-logger==2.0.7
pytorch-lightning==1.6.5
pytorch-ranger==0.1.1
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
qtconsole==5.4.0
QtPy==2.3.0
querystring-parser==1.2.4
ray==2.3.0
ray-cpp==2.3.0
ray-lightning==0.3.0
recsim==0.2.4
redis==3.5.3
regex==2022.10.31
requests==2.28.2
requests-oauthlib==1.3.1
requests-toolbelt==0.10.1
responses==0.18.0
rfc3339-validator==0.1.4
rfc3986-validator==0.1.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scikit-learn==1.2.1
scikit-optimize==0.9.0
scipy==1.10.1
semantic-version==2.10.0
Send2Trash==1.8.0
sentencepiece==0.1.96
sentry-sdk==1.16.0
serpent==1.41
setproctitle==1.3.2
setuptools==65.6.3
shortuuid==1.0.1
sigopt==7.5.0
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
SQLAlchemy==2.0.4
sqlparse==0.4.3
stack-data==0.6.2
starlette==0.25.0
statsmodels==0.13.5
stevedore==5.0.0
SuperSuit==3.7.0
sympy==1.11.1
tabulate==0.9.0
tblib==1.7.0
tenacity==8.2.1
tensorboard==2.9.1
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorboardX==2.6
tensorflow==2.9.0
tensorflow-estimator==2.9.0
tensorflow-io-gcs-filesystem==0.31.0
tensorflow-probability==0.17.0
tensorstore==0.1.33
termcolor==2.2.0
terminado==0.10.1
tf-slim==1.1.0
tf2onnx==1.12.1
threadpoolctl==3.1.0
tifffile==2023.2.27
timm==0.4.5
tinycss2==1.2.1
tinyscaler==1.2.5
tokenizers==0.12.1
tomli==2.0.1
toolz==0.12.0
torch==1.13.0+cu116
torch-cluster==1.6.0+pt113cu116
torch-geometric==2.1.0
torch-optimizer==0.3.0
torch-scatter==2.1.0+pt113cu116
torch-sparse==0.6.15+pt113cu116
torch-spline-conv==1.2.1+pt113cu116
torchmetrics==0.7.3
torchvision==0.14.0+cu116
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
transformers==4.19.1
tune-sklearn==0.4.4
typeguard==2.13.3
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wandb==0.13.4
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
Werkzeug==2.2.3
wheel==0.37.1
widgetsnbextension==4.0.5
wrapt==1.15.0
wurlitzer==3.0.3
xgboost==1.3.3
xgboost-ray==0.1.15
xxhash==3.2.0
yacs==0.1.8
yahp==0.1.3
yarl==1.8.2
zipp==3.15.0
zoopt==0.4.1
zstandard==0.18.0

Ray 2.3.0, CUDA version 11.8​

The base image anyscale/ray:2.3.0-py310-cu118 contains the following packages:

adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.2.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.82
botocore==1.29.82
brotlipy==0.7.0
cachetools==5.3.0
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
cryptography==38.0.4
Cython==0.29.32
debugpy==1.6.6
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.13
distlib==0.3.6
dm-tree==0.1.8
docutils==0.16
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
flatbuffers==23.1.21
frozenlist==1.3.3
fsspec==2023.1.0
gitdb==4.0.10
GitPython==3.1.31
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.6.0
idna==3.4
imageio==2.26.0
importlib-resources==5.12.0
ipykernel==6.21.2
ipython==8.11.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==8.0.3
jupyter_core==5.2.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
knack==0.10.1
kubernetes==26.1.0
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==2.0.5
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
networkx==3.0
notebook==6.0.3
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.1
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==22.3.1
pkginfo==1.9.6
platformdirs==3.0.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.16.0
prompt-toolkit==3.0.38
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
Pygments==2.14.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
ray==2.3.0
ray-cpp==2.3.0
redis==3.5.3
requests==2.28.1
requests-oauthlib==1.3.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.0
setuptools==65.6.3
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
stack-data==0.6.2
starlette==0.25.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.2.0
terminado==0.10.1
tifffile==2023.2.27
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
wheel==0.37.1
wrapt==1.15.0
yarl==1.8.2
zstandard==0.18.0

Ray 2.3.0, CUDA version 11.6​

The base image anyscale/ray:2.3.0-py310-cu116 contains the following packages:

adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.2.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.82
botocore==1.29.82
brotlipy==0.7.0
cachetools==5.3.0
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
cryptography==38.0.4
Cython==0.29.32
debugpy==1.6.6
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.13
distlib==0.3.6
dm-tree==0.1.8
docutils==0.16
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
flatbuffers==23.1.21
frozenlist==1.3.3
fsspec==2023.1.0
gitdb==4.0.10
GitPython==3.1.31
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.6.0
idna==3.4
imageio==2.26.0
importlib-resources==5.12.0
ipykernel==6.21.2
ipython==8.11.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==8.0.3
jupyter_core==5.2.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
knack==0.10.1
kubernetes==26.1.0
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==2.0.5
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
networkx==3.0
notebook==6.0.3
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.1
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==22.3.1
pkginfo==1.9.6
platformdirs==3.0.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.16.0
prompt-toolkit==3.0.38
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
Pygments==2.14.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
ray==2.3.0
ray-cpp==2.3.0
redis==3.5.3
requests==2.28.1
requests-oauthlib==1.3.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.0
setuptools==65.6.3
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
stack-data==0.6.2
starlette==0.25.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.2.0
terminado==0.10.1
tifffile==2023.2.27
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
wheel==0.37.1
wrapt==1.15.0
yarl==1.8.2
zstandard==0.18.0

Ray 2.3.0, CUDA version 11.3​

The base image anyscale/ray:2.3.0-py310-cu113 contains the following packages:

adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.2.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.82
botocore==1.29.82
brotlipy==0.7.0
cachetools==5.3.0
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
cryptography==38.0.4
Cython==0.29.32
debugpy==1.6.6
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.13
distlib==0.3.6
dm-tree==0.1.8
docutils==0.16
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
flatbuffers==23.1.21
frozenlist==1.3.3
fsspec==2023.1.0
gitdb==4.0.10
GitPython==3.1.31
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.6.0
idna==3.4
imageio==2.26.0
importlib-resources==5.12.0
ipykernel==6.21.2
ipython==8.11.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==8.0.3
jupyter_core==5.2.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
knack==0.10.1
kubernetes==26.1.0
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==2.0.5
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
networkx==3.0
notebook==6.0.3
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.1
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==22.3.1
pkginfo==1.9.6
platformdirs==3.0.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.16.0
prompt-toolkit==3.0.38
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
Pygments==2.14.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
ray==2.3.0
ray-cpp==2.3.0
redis==3.5.3
requests==2.28.1
requests-oauthlib==1.3.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.0
setuptools==65.6.3
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
stack-data==0.6.2
starlette==0.25.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.2.0
terminado==0.10.1
tifffile==2023.2.27
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
wheel==0.37.1
wrapt==1.15.0
yarl==1.8.2
zstandard==0.18.0

Ray 2.3.0, CUDA version 11.2​

The base image anyscale/ray:2.3.0-py310-cu112 contains the following packages:

adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.2.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.82
botocore==1.29.82
brotlipy==0.7.0
cachetools==5.3.0
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
cryptography==38.0.4
Cython==0.29.32
debugpy==1.6.6
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.13
distlib==0.3.6
dm-tree==0.1.8
docutils==0.16
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
flatbuffers==23.1.21
frozenlist==1.3.3
fsspec==2023.1.0
gitdb==4.0.10
GitPython==3.1.31
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.6.0
idna==3.4
imageio==2.26.0
importlib-resources==5.12.0
ipykernel==6.21.2
ipython==8.11.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==8.0.3
jupyter_core==5.2.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
knack==0.10.1
kubernetes==26.1.0
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==2.0.5
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
networkx==3.0
notebook==6.0.3
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.1
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==22.3.1
pkginfo==1.9.6
platformdirs==3.0.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.16.0
prompt-toolkit==3.0.38
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
Pygments==2.14.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
ray==2.3.0
ray-cpp==2.3.0
redis==3.5.3
requests==2.28.1
requests-oauthlib==1.3.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.0
setuptools==65.6.3
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
stack-data==0.6.2
starlette==0.25.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.2.0
terminado==0.10.1
tifffile==2023.2.27
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
wheel==0.37.1
wrapt==1.15.0
yarl==1.8.2
zstandard==0.18.0

Ray 2.3.0, CUDA version 11.1​

The base image anyscale/ray:2.3.0-py310-cu111 contains the following packages:

adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.2.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.82
botocore==1.29.82
brotlipy==0.7.0
cachetools==5.3.0
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
cryptography==38.0.4
Cython==0.29.32
debugpy==1.6.6
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.13
distlib==0.3.6
dm-tree==0.1.8
docutils==0.16
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
flatbuffers==23.1.21
frozenlist==1.3.3
fsspec==2023.1.0
gitdb==4.0.10
GitPython==3.1.31
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.6.0
idna==3.4
imageio==2.26.0
importlib-resources==5.12.0
ipykernel==6.21.2
ipython==8.11.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==8.0.3
jupyter_core==5.2.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
knack==0.10.1
kubernetes==26.1.0
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==2.0.5
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
networkx==3.0
notebook==6.0.3
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.1
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==22.3.1
pkginfo==1.9.6
platformdirs==3.0.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.16.0
prompt-toolkit==3.0.38
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
Pygments==2.14.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
ray==2.3.0
ray-cpp==2.3.0
redis==3.5.3
requests==2.28.1
requests-oauthlib==1.3.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.0
setuptools==65.6.3
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
stack-data==0.6.2
starlette==0.25.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.2.0
terminado==0.10.1
tifffile==2023.2.27
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
wheel==0.37.1
wrapt==1.15.0
yarl==1.8.2
zstandard==0.18.0

Ray 2.3.0, CUDA version 11.0​

The base image anyscale/ray:2.3.0-py310-cu110 contains the following packages:

adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.2.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.82
botocore==1.29.82
brotlipy==0.7.0
cachetools==5.3.0
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
cryptography==38.0.4
Cython==0.29.32
debugpy==1.6.6
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.13
distlib==0.3.6
dm-tree==0.1.8
docutils==0.16
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
flatbuffers==23.1.21
frozenlist==1.3.3
fsspec==2023.1.0
gitdb==4.0.10
GitPython==3.1.31
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.6.0
idna==3.4
imageio==2.26.0
importlib-resources==5.12.0
ipykernel==6.21.2
ipython==8.11.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==8.0.3
jupyter_core==5.2.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
knack==0.10.1
kubernetes==26.1.0
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==2.0.5
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
networkx==3.0
notebook==6.0.3
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.1
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==22.3.1
pkginfo==1.9.6
platformdirs==3.0.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.16.0
prompt-toolkit==3.0.38
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
Pygments==2.14.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
ray==2.3.0
ray-cpp==2.3.0
redis==3.5.3
requests==2.28.1
requests-oauthlib==1.3.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.0
setuptools==65.6.3
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
stack-data==0.6.2
starlette==0.25.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.2.0
terminado==0.10.1
tifffile==2023.2.27
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
wheel==0.37.1
wrapt==1.15.0
yarl==1.8.2
zstandard==0.18.0

Ray 2.3.0, CUDA version 10.2​

The base image anyscale/ray:2.3.0-py310-cu102 contains the following packages:

adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.2.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.82
botocore==1.29.82
brotlipy==0.7.0
cachetools==5.3.0
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
cryptography==38.0.4
Cython==0.29.32
debugpy==1.6.6
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.13
distlib==0.3.6
dm-tree==0.1.8
docutils==0.16
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
flatbuffers==23.1.21
frozenlist==1.3.3
fsspec==2023.1.0
gitdb==4.0.10
GitPython==3.1.31
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.6.0
idna==3.4
imageio==2.26.0
importlib-resources==5.12.0
ipykernel==6.21.2
ipython==8.11.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==8.0.3
jupyter_core==5.2.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
knack==0.10.1
kubernetes==26.1.0
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==2.0.5
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
networkx==3.0
notebook==6.0.3
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.1
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==22.3.1
pkginfo==1.9.6
platformdirs==3.0.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.16.0
prompt-toolkit==3.0.38
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
Pygments==2.14.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
ray==2.3.0
ray-cpp==2.3.0
redis==3.5.3
requests==2.28.1
requests-oauthlib==1.3.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.0
setuptools==65.6.3
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
stack-data==0.6.2
starlette==0.25.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.2.0
terminado==0.10.1
tifffile==2023.2.27
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
wheel==0.37.1
wrapt==1.15.0
yarl==1.8.2
zstandard==0.18.0

Ray 2.3.0, CUDA version 10.1​

The base image anyscale/ray:2.3.0-py310-cu101 contains the following packages:

adal==1.2.7
aiohttp==3.8.4
aiohttp-cors==0.7.0
aiorwlock==1.3.0
aiosignal==1.3.1
anyio==3.6.2
anyscale==0.0.0.dev0
anyscale-node-provider==0.0.1
applicationinsights==0.11.10
argcomplete==1.12.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
asttokens==2.2.1
async-timeout==4.0.2
attrs==22.2.0
awscli==1.25.6
awscliv2==2.2.0
azure-cli-core==2.40.0
azure-cli-telemetry==1.0.8
azure-common==1.1.28
azure-core==1.26.3
azure-identity==1.10.0
azure-mgmt-compute==23.1.0
azure-mgmt-core==1.3.2
azure-mgmt-network==19.0.0
azure-mgmt-resource==20.0.0
backcall==0.2.0
backoff==1.10.0
bcrypt==4.0.1
beautifulsoup4==4.11.2
bleach==6.0.0
blessed==1.20.0
boto3==1.26.82
botocore==1.29.82
brotlipy==0.7.0
cachetools==5.3.0
certifi==2022.12.7
cffi==1.15.1
charset-normalizer==2.0.4
click==8.1.3
cloudpickle==2.2.1
colorama==0.4.4
coloredlogs==15.0.1
colorful==0.5.5
comm==0.1.2
conda==23.1.0
conda-content-trust==0.1.3
conda-package-handling==2.0.2
conda_package_streaming==0.7.0
cryptography==38.0.4
Cython==0.29.32
debugpy==1.6.6
decorator==5.1.1
defusedxml==0.7.1
Deprecated==1.2.13
distlib==0.3.6
dm-tree==0.1.8
docutils==0.16
executing==1.2.0
executor==23.2
expiringdict==1.2.2
fastapi==0.92.0
fasteners==0.18
fastjsonschema==2.16.3
filelock==3.9.0
flatbuffers==23.1.21
frozenlist==1.3.3
fsspec==2023.1.0
gitdb==4.0.10
GitPython==3.1.31
google-api-core==2.11.0
google-api-python-client==1.7.8
google-auth==2.16.1
google-auth-httplib2==0.1.0
google-cloud-core==2.3.2
google-cloud-secret-manager==2.16.0
google-cloud-storage==2.7.0
google-crc32c==1.5.0
google-oauth==1.0.1
google-resumable-media==2.4.1
googleapis-common-protos==1.58.0
gpustat==1.0.0b1
grpc-google-iam-v1==0.12.6
grpcio==1.51.3
grpcio-status==1.48.2
grpcio-tools==1.51.3
Gymnasium==0.26.3
gymnasium-notices==0.0.1
h11==0.14.0
halo==0.0.31
httplib2==0.21.0
humanfriendly==10.0
humanize==4.6.0
idna==3.4
imageio==2.26.0
importlib-resources==5.12.0
ipykernel==6.21.2
ipython==8.11.0
ipython-genutils==0.2.0
isodate==0.6.1
jedi==0.18.2
Jinja2==3.1.2
jmespath==0.10.0
json5==0.9.11
jsonpatch==1.32
jsonpointer==2.3
jsonschema==4.17.3
jupyter_client==8.0.3
jupyter_core==5.2.0
jupyterlab==2.2.5
jupyterlab-pygments==0.2.2
jupyterlab-server==1.2.0
knack==0.10.1
kubernetes==26.1.0
log-symbols==0.0.14
lz4==4.3.2
markdown-it-py==2.2.0
MarkupSafe==2.1.2
matplotlib-inline==0.1.6
mdurl==0.1.2
mistune==2.0.5
msal==1.18.0b1
msal-extensions==1.0.0
msgpack==1.0.4
msrest==0.7.1
msrestazure==0.6.4
multidict==6.0.4
nbclient==0.7.2
nbconvert==7.2.9
nbformat==5.7.3
nest-asyncio==1.5.6
networkx==3.0
notebook==6.0.3
numpy==1.24.2
nvidia-ml-py==11.495.46
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.2.2
opencensus==0.11.1
opencensus-context==0.1.3
opentelemetry-api==1.1.0
opentelemetry-exporter-otlp==1.1.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0
opentelemetry-exporter-otlp-proto-http==1.16.0
opentelemetry-proto==1.1.0
opentelemetry-sdk==1.1.0
opentelemetry-semantic-conventions==0.20b0
packaging==21.3
pandas==1.5.3
pandocfilters==1.5.0
paramiko==2.12.0
parso==0.8.3
pathspec==0.11.0
pexpect==4.8.0
pickleshare==0.7.5
Pillow==9.4.0
pip==22.3.1
pkginfo==1.9.6
platformdirs==3.0.0
pluggy==1.0.0
portalocker==2.7.0
prometheus-client==0.16.0
prompt-toolkit==3.0.38
property-manager==3.0
proto-plus==1.22.2
protobuf==3.20.3
psutil==5.9.4
ptyprocess==0.7.0
pure-eval==0.2.2
py-spy==0.3.14
pyarrow==11.0.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycosat==0.6.4
pycparser==2.21
pydantic==1.10.5
Pygments==2.14.0
PyJWT==2.6.0
PyNaCl==1.5.0
pyOpenSSL==23.0.0
pyparsing==3.0.9
pyrsistent==0.19.3
PySocks==1.7.1
python-dateutil==2.8.2
pytz==2022.7.1
pytz-deprecation-shim==0.1.0.post0
PyWavelets==1.4.1
PyYAML==5.4.1
pyzmq==25.0.0
ray==2.3.0
ray-cpp==2.3.0
redis==3.5.3
requests==2.28.1
requests-oauthlib==1.3.1
rich==13.3.1
rsa==4.7.2
ruamel.yaml==0.17.21
ruamel.yaml.clib==0.2.6
s3transfer==0.6.0
scikit-image==0.19.3
scipy==1.10.1
Send2Trash==1.8.0
setuptools==65.6.3
six==1.13.0
smart-open==6.3.0
smmap==5.0.0
sniffio==1.3.0
soupsieve==2.4
spinners==0.0.24
stack-data==0.6.2
starlette==0.25.0
tabulate==0.9.0
tensorboardX==2.6
termcolor==2.2.0
terminado==0.10.1
tifffile==2023.2.27
tinycss2==1.2.1
toolz==0.12.0
tornado==6.2
tqdm==4.64.1
traitlets==5.9.0
typer==0.7.0
typing_extensions==4.5.0
tzdata==2022.7
tzlocal==4.2
uritemplate==3.0.1
urllib3==1.26.14
uvicorn==0.20.0
verboselogs==1.7
virtualenv==20.19.0
wcwidth==0.2.6
webencodings==0.5.1
websocket-client==1.5.1
wheel==0.37.1
wrapt==1.15.0
yarl==1.8.2
zstandard==0.18.0