Reasoning From Scratch alternatives for AI agents.

12 Weeks, 24 Lessons, AI for All!

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

💫 Industrial-strength Natural Language Processing (NLP) in Python

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Open standard for machine learning interoperability

Flower: A Friendly Federated AI Framework

Time series forecasting with PyTorch

Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Reinforcement Learning and more with this complete 0 to 100 repository.

An open source library for deep learning end-to-end dialog systems and chatbots.

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Visualizer for neural network, deep learning and machine learning models

Machine Learning Systems

Tutorials, assignments, and competitions for MIT Deep Learning related courses.