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Developer Tools

Ray

🇨🇳 中文 / 🇬🇧 English — 双语介绍
🇨🇳 中文

面向 Python 的分布式计算引擎,把单机 Python 扩展到集群。提供 Ray Core、Ray Tune(超参调优)、Ray Serve(模型部署)与 RLlib(强化学习)等模块,是 OpenAI、Uber、蚂蚁金服等公司大规模训练与推理的底层基础设施。 🔗 GitHub: github.com/ray-project/ray (44k ⭐)

🇬🇧 English

Distributed computing engine that scales single-machine Python to clusters. Modules include Ray Core, Tune (hyperparameter tuning), Serve (model serving) and RLlib (reinforcement learning). Backbone infrastructure for large-scale training and inference at OpenAI, Uber and Ant Group. 🔗 GitHub: github.com/ray-project/ray (44k ⭐)

📋 Product Info

Category: Developer Tools
Listed on: 2026-08-12
Last verified: 2026-08-21
Official site: https://ray.io
Tags: 分布式计算, 机器学习, 集群, 推理

🎯 Why This Tool

Ray belongs to the Developer Tools category on hedirbase. Tagged with: 分布式计算, 机器学习, 集群, 推理.

Distributed computing engine that scales single-machine Python to clusters. Modules include Ray Core, Tune (hyperparameter tuning), Serve (model serving) and RLlib (reinforcement learning). Backbone i

✓ Manually reviewed ✅ Last verified: 2026-08-21 🌐 Curated for independents
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