PyPI Stats

Search

All packages
Top packages

Track packages

ray


PyPI page
Home page
Author: Ray Team
License: Apache 2.0
Summary: Ray provides a simple, universal API for building distributed applications.
Latest version: 2.37.0
Required dependencies: aiosignal | click | cupy-cuda12x | filelock | frozenlist | grpcio | jsonschema | memray | msgpack | packaging | protobuf | pyyaml | requests
Optional dependencies: aiohttp | aiohttp-cors | colorful | dm-tree | fastapi | fsspec | grpcio | gymnasium | lz4 | numpy | opencensus | opentelemetry-api | opentelemetry-exporter-otlp | opentelemetry-sdk | pandas | prometheus-client | py-spy | pyarrow | pydantic | pyyaml | ray-cpp | requests | rich | scikit-image | scipy | smart-open | starlette | tensorboardx | typer | uvicorn | virtualenv | watchfiles

Downloads last day: 228,571
Downloads last week: 1,374,775
Downloads last month: 5,865,779