yanshengjia/ml-road

Machine Learning and Agentic AI Resources, Practice and Research

agentic-aicomputer-visiondeep-learningmachine-learningnlppytorchspeech-recognitiontensorflow

License & maintenance

MIT is a permissive license: free to use commercially with attribution.

Last code push 2 months ago.

	Repository	Stars	Language	License	Activity
1	huggingface/datasets🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools	★ 22.1k	Python	Apache-2.0	Active
2	huggingface/transformers🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, f	★ 167.8k	Python	Apache-2.0	Active
3	harvard-edge/cs249r_bookMachine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r \| https://mlsysbook.ai	★ 29.1k	Python	Other	Active
4	SYSTRAN/faster-whisperFaster Whisper transcription with CTranslate2	★ 25.9k	Python	MIT	Active
5	AccumulateMore/CV✅（已完结）超级全面的深度学习笔记【土堆 Pytorch】【李沐动手学深度学习】【吴恩达深度学习】【大飞大模型Agent】	★ 24.1k	Jupyter Notebook	—	Active
6	dipakkr/awesome-ai-engineering🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluatio	★ 22.4k	—	MIT	Slowing
7	stefan-jansen/machine-learning-for-tradingCode for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.	★ 21.4k	Jupyter Notebook	MIT	Active
8	Significant-Gravitas/AutoGPTAutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on w	★ 187.6k	Python	Other	Active