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Starred repositories

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

Jupyter Notebook 162,381 53,174 Updated Mar 5, 2025

Python Data Science Handbook: full text in Jupyter Notebooks

Jupyter Notebook 44,090 18,145 Updated Jun 26, 2024

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Jupyter Notebook 28,540 12,940 Updated Jun 13, 2024

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

Jupyter Notebook 25,327 12,908 Updated Oct 3, 2023

The fastai book, published as Jupyter Notebooks

Jupyter Notebook 22,761 8,758 Updated Aug 16, 2024

100-Days-Of-ML-Code中文版

Jupyter Notebook 21,507 5,517 Updated Apr 6, 2022

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 21,051 6,085 Updated Jul 13, 2023

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 20,727 5,418 Updated Jul 25, 2024

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

Jupyter Notebook 19,033 8,792 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 18,701 5,428 Updated Oct 14, 2021

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Jupyter Notebook 17,457 4,289 Updated Aug 7, 2024

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

Jupyter Notebook 16,921 4,031 Updated Feb 8, 2024

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

Jupyter Notebook 15,414 3,705 Updated Apr 21, 2022

One has no future if one couldn't teach themself.

Jupyter Notebook 15,357 16,749 Updated Jul 22, 2024

《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 14,716 2,991 Updated Feb 10, 2025

Your new Mentor for Data Science E-Learning.

Jupyter Notebook 14,039 2,485 Updated Mar 1, 2024

Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely

Jupyter Notebook 11,566 547 Updated Mar 4, 2025

FinRL: Financial Reinforcement Learning. 🔥

Jupyter Notebook 11,132 2,611 Updated Mar 14, 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 10,601 1,967 Updated Mar 14, 2025

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

Jupyter Notebook 9,295 1,373 Updated Feb 7, 2025

An open-source, low-code machine learning library in Python

Jupyter Notebook 9,204 1,797 Updated Mar 6, 2025

Automatic extraction of relevant features from time series:

Jupyter Notebook 8,644 1,228 Updated Feb 16, 2025

Image restoration with neural networks but without learning.

Jupyter Notebook 7,965 1,432 Updated Apr 27, 2023

Sample code for Channel 9 Python for Beginners course

Jupyter Notebook 7,763 2,242 Updated May 25, 2023

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Jupyter Notebook 6,684 1,551 Updated Nov 26, 2024

A course in reinforcement learning in the wild

Jupyter Notebook 6,061 1,716 Updated Mar 2, 2025

A scikit-learn compatible neural network library that wraps PyTorch

Jupyter Notebook 5,984 395 Updated Mar 12, 2025

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Jupyter Notebook 5,492 681 Updated Mar 2, 2025

links to conference publications in graph-based deep learning

Jupyter Notebook 4,889 779 Updated Dec 12, 2024

Probabilistic reasoning and statistical analysis in TensorFlow

Jupyter Notebook 4,299 1,112 Updated Mar 13, 2025
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