Top #distributed Tools & Software

tensorflow

github

An Open Source Machine Learning Framework for Everyone

awesome-scalability

github

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

etcd

github

Distributed reliable key-value store for the most critical data of a distributed system

Made-With-ML

github

Learn how to develop, deploy and iterate on production-grade ML applications.

LocalAI

github

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

milvus

github

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

ray

github

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

ColossalAI

github

Making large AI models cheaper, faster and more accessible

tidb

github

TiDB - the open-source, cloud-native, distributed SQL database designed for modern applications.

spacedrive

github

Spacedrive is an open source cross-platform file explorer, powered by a virtual distributed filesystem written in Rust.

pytorch-image-models

github

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

cockroach

github

CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.

surrealdb

github

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

seaweedfs

github

SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling.

handson-ml

github

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

Paddle

github

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

encore

github

Open source framework for building robust type-safe distributed systems with declarative infrastructure

docker-selenium

github

Provides a simple way to run Selenium Grid with Chrome, Firefox, and Edge using Container Platform, making it easier to perform browser automation at scale

theByteBook

github

⭐ 【出版书籍】京东购买链接 https://item.jd.com/14531549.html 深入讲解内核网络、Kubernetes、ServiceMesh、容器等云原生相关技术。经历实践检验的 DevOps、SRE指南。

rundeck

github

Enable Self-Service Operations: Give specific users access to your existing tools, services, and scripts