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Starred repositories

20 stars written in Jupyter Notebook
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Python - 100天从新手到大师

Jupyter Notebook 161,113 52,967 Updated Feb 18, 2025

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Jupyter Notebook 46,878 4,976 Updated Jan 22, 2025

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

Jupyter Notebook 40,479 5,418 Updated Feb 23, 2025

《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

Jupyter Notebook 14,544 2,970 Updated Feb 10, 2025

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程

Jupyter Notebook 12,943 1,489 Updated Feb 19, 2025

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 12,511 1,805 Updated Jan 2, 2025

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

Jupyter Notebook 10,343 1,946 Updated Feb 20, 2025

LAVIS - A One-stop Library for Language-Vision Intelligence

Jupyter Notebook 10,264 1,003 Updated Nov 18, 2024

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 6,413 745 Updated Feb 18, 2025

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

Jupyter Notebook 4,377 1,069 Updated Oct 8, 2024

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Jupyter Notebook 3,968 1,442 Updated Feb 11, 2025

《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。

Jupyter Notebook 3,161 349 Updated Jan 27, 2025

PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/

Jupyter Notebook 2,830 446 Updated Feb 23, 2025

LLM Finetuning with peft

Jupyter Notebook 2,336 636 Updated Feb 18, 2025

机器学习算法的公式推导以及numpy实现

Jupyter Notebook 2,060 482 Updated May 2, 2023

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Jupyter Notebook 2,022 135 Updated Nov 19, 2024

《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。

Jupyter Notebook 1,584 188 Updated Nov 18, 2024

A book created by xiaolai with the help of ChatGPT and its TTS

Jupyter Notebook 934 123 Updated Jun 26, 2024

更友好的nanoGPT的中文教程

Jupyter Notebook 119 10 Updated May 17, 2024

阅读 & 写作 & 学习

Jupyter Notebook 95 29 Updated Mar 7, 2019