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An open API service indexing awesome lists of open source software.
awesome-ray
Ray - A curated list of resources: https://github.com/ray-project/ray
https://github.com/JiahaoYao/awesome-ray
- FastChat - Source Chatbot Impressing GPT-4 with 90% ChatGPT Quality
- LangChain-Ray
- Aviary - evaluate multiple LLMs easily
- LLM-distributed-finetune
- muzero-general - A commented and documented implementation of MuZero based on the Google DeepMind paper (Schrittwieser et al., Nov 2019) and the associated pseudocode.
- rllib-torch-maddpg - PyTorch implementation of MADDPG (Lowe et al.) in RLLib
- MARLlib - a comprehensive Multi-Agent Reinforcement Learning algorithm library
- Swarm-jax - Swarm training framework using Haiku + JAX + Ray for layer parallel transformer language models on unreliable, heterogeneous nodes
- Alpa - Auto parallelization for large-scale neural networks using Jax, XLA, and Ray
- Balsa
- RaySQL
- Quokka
- prefect-ray
- xgboost_ray
- Ray-DeepSpeed-Inference
- SkyPilot
- Exoshuffle-CloudSort
- Fugue
- Daft - source dataframe library built for Python and Machine Learning workloads.
- Flower - node GPU cluster.
- Modin
- Volcano
- Ray on Azure ML
- AutoGluon
- Aws-samples
- KubeRay
- ray-educational-materials - on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.
- Metaflow-Ray
- Deep reinforcement learning at Riot Games by Ben Kasper - reinforcement learning for game development in production
- Programming in Ray: Tips for first-time users
- Reddit post
- Load PyTorch Models 340 Times Faster with Ray
- Learning Ray - Flexible Distributed Python for Machine Learning
- RL course
- MLops course
- Ray design doc
- RAY Discussions
- Stack Overflow
- Slack
- GitHub Issues
- Meetup Group
Programming Languages
Keywords
machine-learning
10
deep-learning
8
ray
7
data-science
5
python
5
llm
4
distributed-computing
4
llm-serving
3
distributed-training
3
pytorch
3
deep-reinforcement-learning
3
sql
3
distributed
3
pandas
2
modin
2
dataframe
2
transformers
2
dask
2
llm-inference
2
large-language-models
2
distributed-systems
2
ray-distributed
2
kubernetes
2
generative-ai
2
self-learning
1
tensorboard
1
multi-agent-reinforcement-learning
1
rllib
1
rl
1
residual-network
1
alpa
1
auto-parallelization
1
compiler
1
high-performance-computing
1
jax
1
databases
1
learned-database
1
learned-query-optimization
1
postgresql
1
query-optimization
1
fine-tuning-t5
1
langchain
1
langchain-python
1
llms
1
ray-air
1
llmops
1
serving
1
aws
1
falcon
1
fine-tuning
1