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Python - 100天从新手到大师
21 Lessons, Get Started Building with Generative AI
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A latent text-to-image diffusion model
Python Data Science Handbook: full text in Jupyter Notebooks
12 Weeks, 24 Lessons, AI for All!
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
A simple screen parsing tool towards pure vision based GUI agent
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…
Neural Networks: Zero to Hero
Code for Machine Learning for Algorithmic Trading, 2nd edition.
12 Weeks, 24 Lessons, IoT for All!
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed …
llama3 implementation one matrix multiplication at a time
FinRL®: Financial Reinforcement Learning. 🔥
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
A series of large language models trained from scratch by developers @01-ai
A course in reinforcement learning in the wild
"Probabilistic Machine Learning" - a book series by Kevin Murphy
股票AI操盘手：从学习、模拟到实盘，一站式平台。包含股票知识、策略实例、大模型、因子挖掘、传统策略、机器学习、深度学习、强化学习、图网络、高频交易、C++部署和聚宽实例代码等，可以方便学习、模拟及实盘交易
A computer science textbook
《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。