【干货】史上最全的PyTorch学习资源汇总
☆4,690Aug 14, 2019Updated 6 years ago
Alternatives and similar repositories for Awesome-PyTorch-Chinese
Users that are interested in Awesome-PyTorch-Chinese are comparing it to the libraries listed below
Sorting:
- 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☆21,580Jul 25, 2024Updated last year
- PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！☆2,867Feb 15, 2022Updated 4 years ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,410Feb 1, 2026Updated last month
- PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)☆12,829Dec 24, 2023Updated 2 years ago
- 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。☆19,342Oct 14, 2021Updated 4 years ago
- PyTorch Tutorial for Deep Learning Researchers☆32,220Aug 15, 2023Updated 2 years ago
- 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系sc…☆57,208Jun 26, 2024Updated last year
- 《Pytorch模型训练实用教程》中配套代码☆8,029Jan 4, 2025Updated last year
- tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials☆7,808Dec 9, 2020Updated 5 years ago
- 《统计学习方法》的代码实现☆19,551Aug 22, 2023Updated 2 years ago
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,709Mar 1, 2026Updated last week
- 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。☆76,165Jul 30, 2024Updated last year
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,728Oct 7, 2022Updated 3 years ago
- PyTorch 1.0 官方文档 中文版，欢迎关注微信公众号：磐创AI☆369Apr 20, 2019Updated 6 years ago
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,111Nov 12, 2024Updated last year
- A collection of various deep learning architectures, models, and tips☆17,433Feb 8, 2024Updated 2 years ago
- deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）☆20,343Apr 29, 2022Updated 3 years ago
- 《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☆16,386Nov 23, 2025Updated 3 months ago
- Pytorch 中文文档☆4,225Jan 7, 2026Updated 2 months ago
- Awesome-pytorch-list 翻译工作进行中......☆1,789Jul 26, 2021Updated 4 years ago
- Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]☆6,292Aug 5, 2023Updated 2 years ago
- 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.☆13,274Aug 30, 2021Updated 4 years ago
- 深度学习与PyTorch入门实战视频教程 配套源代码和PPT☆3,106Nov 17, 2019Updated 6 years ago
- 吴恩达老师的机器学习课程个人笔记☆36,472Aug 25, 2025Updated 6 months ago
- 数据科学的笔记以及资料搜集☆8,532Aug 16, 2021Updated 4 years ago
- Deep Learning Book Chinese Translation☆37,209Dec 3, 2019Updated 6 years ago
- 致力于将李航博士《统计学习方法》一书中所有算法实现一遍☆5,840Apr 29, 2019Updated 6 years ago
- Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html☆7,506Dec 17, 2022Updated 3 years ago
- Natural Language Processing Tutorial for Deep Learning Researchers☆14,875Feb 21, 2024Updated 2 years ago
- NLP上手教程☆6,254May 23, 2021Updated 4 years ago
- 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。☆17,526Jan 9, 2026Updated 2 months ago
- Machine learning, in numpy☆16,298Oct 29, 2023Updated 2 years ago
- This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.☆4,342Jul 25, 2024Updated last year
- This is code of book "Learn Deep Learning with PyTorch"☆2,878Mar 4, 2024Updated 2 years ago
- AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）☆6,009Jun 5, 2025Updated 9 months ago
- 深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）☆8,739Apr 24, 2024Updated last year
- 100-Days-Of-ML-Code中文版☆22,200Apr 6, 2022Updated 3 years ago
- 深度学习入门教程, 优秀文章, Deep Learning Tutorial☆17,268Apr 21, 2022Updated 3 years ago
- Python - 100天从新手到大师☆179,496Feb 25, 2026Updated 2 weeks ago