distributed

An Open Source Machine Learning Framework for Everyone

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

☁️ Nextcloud server, a safe home for all your data

A scalable, distributed, collaborative, document-graph database, for the realtime web

A distributed task scheduling framework.（分布式任务调度平台XXL-JOB）

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

Redisson: Valkey & Redis Java Client and Real-Time Data Platform. Sync/Async/RxJava/Reactive API. Over 50 Valkey and Redis based Java objects and services: Set, Multimap, SortedSet, Map, List, Queue, Deque, Semaphore, Lock, AtomicLong, Map Reduce, Bloom filter, Spring, Tomcat, Scheduler, JCache API, Hibernate, RPC, local cache..

high-performance graph database for real-time use cases

CAT 作为服务端项目基础组件，提供了 Java, C/C++, Node.js, Python, Go 等多语言客户端，已经在美团点评的基础架构中间件框架（MVC框架，RPC框架，数据库框架，缓存框架等，消息队列，配置系统等）深度集成，为美团点评各业务线提供系统丰富的性能指标、健康状况、实时告警等。

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

AI-powered development workspaces with reusable components, architectural clarity and zero overhead.

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

A hyperparameter optimization framework

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

A privacy-aware, distributed, open source social network.

A distributed transaction framework, supports workflow, saga, tcc, xa, 2-phase message, outbox patterns, supports many languages.

Modin: Scale your Pandas workflows by changing a single line of code