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此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

Jupyter Notebook 17,034 4,622 Updated Jun 21, 2022

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

Jupyter Notebook 14,791 2,137 Updated Aug 7, 2025

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

Jupyter Notebook 12,598 3,772 Updated Dec 24, 2023

✔(已完结)最全面的 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】

Jupyter Notebook 12,564 1,502 Updated Jul 24, 2025

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/

Jupyter Notebook 9,620 1,031 Updated May 28, 2025

AI实战-practicalAI 中文版

Jupyter Notebook 5,727 1,252 Updated Dec 31, 2023

PySpark 机器学习、自然语言处理与推荐系统配套代码(Pramod Singh著,蒲成译)

Jupyter Notebook 2 1 Updated Mar 7, 2022