Machine Learning

DeepSpeed

Machine Learning

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and eff

mlflow

Machine Learning

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, eva

FunASR

Machine Learning

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pip

kubeflow

Machine Learning

Machine Learning Toolkit for Kubernetes

mlops-zoomcamp

Machine Learning

Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort

awesome-mlops

Machine Learning

A curated list of references for MLOps

kedro

Machine Learning

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create dat

amazon-sagemaker-examples

Machine Learning

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon Sa

skypilot

Machine Learning

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier

metaflow

Machine Learning

Build, Manage and Deploy AI/ML Systems

mage-ai

Machine Learning

🧙 Build, run, and manage data pipelines for integrating and transforming data.

rocketride-server

Machine Learning

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflo

evidently

Machine Learning

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or d

flyte

Machine Learning

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

feast

Machine Learning

The Open Source Feature Store for AI/ML

clearml

Machine Learning

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestra

aim

Machine Learning

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

awesome-ai-tools

Machine Learning

A curated list of Artificial Intelligence Top Tools

snorkel

Machine Learning

A system for quickly generating training data with weak supervision

volcano

Machine Learning

A Cloud Native Batch System (Project under CNCF)

rllm

Machine Learning

Democratizing Reinforcement Learning for LLMs

Daft

Machine Learning

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any s

awesome-mlops

Machine Learning

:sunglasses: A curated list of awesome MLOps tools

cube-studio

Machine Learning

cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，mlops算法链路全流程，算力租赁平台，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU虚拟化，边缘计算，标

Kiln

Machine Learning

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset m