Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
☆44,105Oct 22, 2026Updated this week
Alternatives and similar repositories for ray
Users that are interested in ray are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆36,483Updated this week
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆28,494Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆43,251Updated this week
- Parallel computing with task scheduling☆13,935Sep 29, 2026Updated 3 weeks ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,676Sep 17, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A high-throughput and memory-efficient inference and serving engine for LLMs☆94,958Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,424Oct 12, 2026Updated last week
- Modin: Scale your Pandas workflows by changing a single line of code☆10,391Feb 10, 2026Updated 8 months ago
- A library for efficient similarity search and clustering of dense vectors.☆41,189Updated this week
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆167,949Updated this week
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆104,977Updated this week
- The Cloud Native AI Platform☆15,920Sep 30, 2026Updated 3 weeks ago
- Development repository for the Triton language and compiler☆20,432Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆37,616Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Streamlit — A faster way to build and share data apps.☆46,068Updated this week
- Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics☆17,214Updated this week
- Ongoing research training transformer models at scale☆18,241Updated this week
- Extremely fast Query Engine for DataFrames, written in Rust☆40,154Updated this week
- Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search☆46,450Updated this week
- 🦉 Data Versioning and ML Experiments☆15,939Updated this week
- Apache Airflow - A platform to programmatically author, schedule, and monitor workflows☆47,256Updated this week
- Fast and memory-efficient exact attention☆25,191Updated this week
- A toolkit for developing and comparing reinforcement learning algorithms.☆37,237Mar 26, 2026Updated 6 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The agent engineering platform.☆148,206Updated this week
- Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!☆43,842Updated this week
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,771Aug 1, 2024Updated 2 years ago
- Open standard for machine learning interoperability☆21,606Updated this week
- A toolkit to run Ray applications on Kubernetes☆2,740Updated this week
- LlamaIndex is the document processing platform for AI☆52,604Updated this week
- A hyperparameter optimization framework☆14,955Updated this week
- Prefect is a workflow orchestration framework for building resilient data pipelines in Python.☆24,061Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆11,104Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Open Machine Learning Compiler Framework☆13,855Updated this week
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,983Oct 12, 2026Updated last week
- cuDF - GPU DataFrame Library☆9,780Updated this week
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,914Updated this week
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single…☆28,901Updated this week
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,922Oct 13, 2026Updated last week
- Hydra is a framework for elegantly configuring complex applications☆10,709Updated this week