Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
☆43,789Sep 13, 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☆36,296Updated this week
- Parallel computing with task scheduling☆13,915Aug 24, 2026Updated 2 weeks ago
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆27,935Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆43,101Updated this week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,684Jul 29, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Modin: Scale your Pandas workflows by changing a single line of code☆10,392Feb 10, 2026Updated 7 months ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,340Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆91,624Updated this week
- A library for efficient similarity search and clustering of dense vectors.☆40,899Updated this week
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆165,518Updated this week
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆102,970Updated this week
- Machine Learning Toolkit for Kubernetes☆15,864Aug 21, 2026Updated 3 weeks ago
- Streamlit — A faster way to build and share data apps.☆45,739Updated this week
- Development repository for the Triton language and compiler☆20,149Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics☆17,104Updated this week
- 🦉 Data Versioning and ML Experiments☆15,868Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆35,894Updated this week
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,760Aug 1, 2024Updated 2 years ago
- A toolkit for developing and comparing reinforcement learning algorithms.☆37,237Mar 26, 2026Updated 5 months ago
- Extremely fast Query Engine for DataFrames, written in Rust☆39,720Updated this week
- Ongoing research training transformer models at scale☆17,876Updated this week
- Apache Airflow - A platform to programmatically author, schedule, and monitor workflows☆46,842Updated this week
- Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search☆46,091Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single…☆28,758Updated this week
- The agent engineering platform.☆146,226Updated this week
- Prefect is a workflow orchestration framework for building resilient data pipelines in Python.☆23,832Updated this week
- Fast and memory-efficient exact attention☆24,897Updated this week
- Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!☆43,532Updated this week
- Open standard for machine learning interoperability☆21,478Updated this week
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model c…☆14,360Jul 3, 2024Updated 2 years ago
- cuDF - GPU DataFrame Library☆9,750Updated this week
- Open Machine Learning Compiler Framework☆13,742Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A hyperparameter optimization framework☆14,787Updated this week
- A game theoretic approach to explain the output of any machine learning model.☆25,748Updated this week
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,897Aug 24, 2026Updated 3 weeks ago
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,984Updated this week
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,789Updated this week
- Google Research☆38,747Updated this week
- A toolkit to run Ray applications on Kubernetes☆2,680Updated this week