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mlperf-training

Reference implementations of MLPerf™ training benchmarks

mobius

Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.

numbuf

Serializing primitive Python types in Arrow

photon

A local scheduler and node manager for Ray

pickle5-build

Build unofficial pickle5 wheels

plasma

A minimal shared memory object store design

project-data

Files for Ray project examples

prometheus-cpp

Prometheus Client Library for Modern C++

prototype_gpu_buffer

pygloo

Pygloo provides Python bindings for Gloo.

python

Pre-compiled python libraries with includes

q4-2021-docs-hackathon

qreader

RSS feed reader app build on Vue.js, Vuex, Element UI and PHP as backend.

rate-the-docs

Feedback widget for Read the Docs documentation

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.

ray-docs-zh

Chinese translation of Ray documentation. This may not be update to date.

ray-educational-materials

This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.

ray-legacy

An experimental distributed execution engine

ray-project.github.io

The Ray project website

ray-runtime-env-plugins

A set of runtime environment plugins which can be used by the public.

ray-saturday-dec-2022

Ray Saturday Dec 2022 edition

ray-scripts

Experimental scripts for deploying and using Ray

ray-summit-2022

Website for Ray Summit 2022

ray_beam_runner

Ray-based Apache Beam runner

ray_lightning

Pytorch Lightning Distributed Accelerators using Ray

ray_shuffling_data_loader

A Ray-based data loader with per-epoch shuffling and configurable pipelining, for shuffling and loading training data for distributed training of machine learning models.

rayfed

A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.

raylibs

Libraries for Ray

raynomics

Experimental genomics algorithms in Ray

raytracer

Polymer WebUI for Ray