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Starred repositories

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

Jupyter Notebook 161,253 52,982 Updated Feb 26, 2025

🦜🔗 Build context-aware reasoning applications

Jupyter Notebook 101,643 16,485 Updated Feb 26, 2025

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Jupyter Notebook 71,529 37,215 Updated Feb 25, 2025

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

Jupyter Notebook 47,136 5,006 Updated Jan 22, 2025

Python Data Science Handbook: full text in Jupyter Notebooks

Jupyter Notebook 43,956 18,108 Updated Jun 26, 2024

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

Jupyter Notebook 40,851 5,482 Updated Feb 26, 2025

🔊 Text-Prompted Generative Audio Model

Jupyter Notebook 37,068 4,372 Updated Aug 19, 2024

12 Weeks, 24 Lessons, AI for All!

Jupyter Notebook 36,196 6,444 Updated Feb 13, 2025

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Jupyter Notebook 25,296 12,894 Updated Oct 3, 2023

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Jupyter Notebook 23,326 4,083 Updated Nov 12, 2024

100-Days-Of-ML-Code中文版

Jupyter Notebook 21,458 5,509 Updated Apr 6, 2022

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

Jupyter Notebook 20,662 5,416 Updated Jul 25, 2024

《统计学习方法》的代码实现

Jupyter Notebook 19,173 6,293 Updated Aug 22, 2023

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Jupyter Notebook 18,642 5,420 Updated Oct 14, 2021

💿 Free software that works great, and also happens to be open-source Python.

Jupyter Notebook 16,963 2,693 Updated Nov 25, 2024

A collection of various deep learning architectures, models, and tips

Jupyter Notebook 16,895 4,031 Updated Feb 8, 2024

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 16,402 4,584 Updated Jun 21, 2022

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 15,586 1,944 Updated Feb 25, 2025

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Jupyter Notebook 15,231 3,687 Updated Apr 21, 2022

llama3 implementation one matrix multiplication at a time

Jupyter Notebook 14,196 1,164 Updated May 23, 2024

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Jupyter Notebook 13,985 3,294 Updated Aug 12, 2024

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…

Jupyter Notebook 12,755 344 Updated Feb 7, 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 12,597 1,815 Updated Jan 2, 2025

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter Notebook 12,583 1,290 Updated Feb 24, 2025

PRML algorithms implemented in Python

Jupyter Notebook 11,541 3,254 Updated Sep 27, 2024

Solve puzzles. Learn CUDA.

Jupyter Notebook 10,560 820 Updated Sep 1, 2024

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Jupyter Notebook 10,432 2,640 Updated Apr 16, 2024

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Jupyter Notebook 10,238 2,214 Updated Jan 3, 2024
Jupyter Notebook 9,475 654 Updated Jul 29, 2024

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

Jupyter Notebook 8,555 1,723 Updated Sep 29, 2024
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