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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 17,368 4,648 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 15,824 2,268 Updated Sep 3, 2025

✔(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 15,250 1,778 Updated Dec 10, 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 12,766 3,768 Updated Dec 24, 2023

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 11,047 1,159 Updated Dec 13, 2025

AI实战-practicalAI 中文版

Jupyter Notebook 6,548 1,394 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