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50 stars written in Jupyter Notebook
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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Jupyter Notebook 43,442 14,935 Updated Jul 26, 2024

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Jupyter Notebook 37,803 5,987 Updated Aug 18, 2024

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Jupyter Notebook 23,210 2,443 Updated Dec 13, 2024

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

Jupyter Notebook 23,195 4,071 Updated Nov 12, 2024

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

Jupyter Notebook 22,374 15,220 Updated Dec 22, 2023

100-Days-Of-ML-Code中文版

Jupyter Notebook 21,240 5,478 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 20,450 5,407 Updated Jul 25, 2024

《统计学习方法》的代码实现

Jupyter Notebook 19,057 6,287 Updated Aug 22, 2023

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Jupyter Notebook 18,821 8,693 Updated Jul 9, 2024

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 18,463 5,412 Updated Oct 14, 2021

📡 Simple and ready-to-use tutorials for TensorFlow

Jupyter Notebook 16,388 3,191 Updated Nov 28, 2022

《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 14,034 2,926 Updated Dec 13, 2024

Your new Mentor for Data Science E-Learning.

Jupyter Notebook 13,994 2,486 Updated Mar 1, 2024

Code for Machine Learning for Algorithmic Trading, 2nd edition.

Jupyter Notebook 13,624 4,285 Updated Aug 18, 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 8,466 1,719 Updated Sep 29, 2024

Image restoration with neural networks but without learning.

Jupyter Notebook 7,919 1,432 Updated Apr 27, 2023

Deep Learning Specialization by Andrew Ng on Coursera.

Jupyter Notebook 7,542 5,518 Updated May 22, 2019

Notebooks and code for the book "Introduction to Machine Learning with Python"

Jupyter Notebook 7,488 4,569 Updated Mar 14, 2024

100 days of algorithms

Jupyter Notebook 7,483 1,186 Updated May 11, 2018

this repository accompanies the book "Grokking Deep Learning"

Jupyter Notebook 7,469 1,578 Updated Jun 1, 2024

Visualizations for machine learning datasets

Jupyter Notebook 7,357 887 Updated May 24, 2023

李宏毅2021/2022/2023春季机器学习课程课件及作业

Jupyter Notebook 6,305 1,599 Updated Jun 3, 2023

A scikit-learn compatible neural network library that wraps PyTorch

Jupyter Notebook 5,909 391 Updated Dec 11, 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 4,970 604 Updated Sep 22, 2024

The 3rd edition of course.fast.ai

Jupyter Notebook 4,911 3,544 Updated May 21, 2024

【🔞🔞🔞 内含不适合未成年人阅读的图片】基于我擅长的编程、绘画、写作展开的 AI 探索和总结:StableDiffusion 是一种强大的图像生成模型,能够通过对一张图片进行演化来生成新的图片。ChatGPT 是一个基于 Transformer 的语言生成模型,它能够自动为输入的主题生成合适的文章。而 Github Copilot 是一个智能编程助手,能够加速日常编程活动。

Jupyter Notebook 4,331 368 Updated Mar 11, 2023

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Jupyter Notebook 4,236 623 Updated Jun 30, 2020

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

Jupyter Notebook 3,945 842 Updated Mar 21, 2023

线性代数笔记

Jupyter Notebook 3,684 1,058 Updated Sep 17, 2023

Solve puzzles. Improve your pytorch.

Jupyter Notebook 3,322 286 Updated Jul 15, 2024
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