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13 stars written in Jupyter Notebook
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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 36,498 4,629 Updated Nov 18, 2024

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Jupyter Notebook 22,428 15,252 Updated Dec 22, 2023

《统计学习方法》的代码实现

Jupyter Notebook 19,084 6,289 Updated Aug 22, 2023

《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 10,555 1,220 Updated Dec 20, 2024

数据科学的笔记以及资料搜集

Jupyter Notebook 8,238 3,133 Updated Aug 16, 2021

LangGPT: Empowering everyone to become a prompt expert!🚀 Structured Prompt,Language of GPT, 结构化提示词,结构化Prompt

Jupyter Notebook 7,211 573 Updated Dec 13, 2024

AirLLM 70B inference with single 4GB GPU

Jupyter Notebook 5,496 439 Updated Nov 24, 2024

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

Jupyter Notebook 2,697 428 Updated Oct 30, 2024

Book_7_《机器学习》 | 鸢尾花书:从加减乘除到机器学习;欢迎批评指正

Jupyter Notebook 2,571 490 Updated Sep 11, 2024

BERT score for text generation

Jupyter Notebook 1,641 220 Updated Jul 30, 2024

Reliable LLM Memory for AI Applications and AI Agents

Jupyter Notebook 1,006 82 Updated Dec 27, 2024

A compute framework for building Search, RAG, Recommendations and Analytics over complex structured & unstructured data.

Jupyter Notebook 827 51 Updated Dec 19, 2024

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见10余种机器学习算法原理与实现及视频讲解。

Jupyter Notebook 254 47 Updated Dec 29, 2024