notes about machine learning
☆3,304Nov 22, 2021Updated 4 years ago
Alternatives and similar repositories for ML-notes
Users that are interested in ML-notes are comparing it to the libraries listed below
Sorting:
- ☆1,320Mar 29, 2020Updated 5 years ago
- about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Met…☆227May 29, 2020Updated 5 years ago
- ☆149May 7, 2020Updated 5 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☆16,344Nov 23, 2025Updated 3 months 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。☆19,317Oct 14, 2021Updated 4 years ago
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,659Jan 21, 2026Updated last month
- 吴恩达老师的机器学习课程个人笔记☆36,348Aug 25, 2025Updated 6 months ago
- 《统计学习方法》的代码实现☆19,546Aug 22, 2023Updated 2 years ago
- 机器学习算法的公式推导以及numpy实现☆2,119May 2, 2023Updated 2 years ago
- 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☆21,558Jul 25, 2024Updated last year
- 深度学习 李宏毅 2021 学习笔 记☆1,637Feb 24, 2023Updated 3 years ago
- ☆5,228Apr 13, 2020Updated 5 years ago
- 台湾大学李宏毅老师机器学习☆1,155Jul 15, 2019Updated 6 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。☆17,501Jan 9, 2026Updated last month
- 《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。☆75,857Jul 30, 2024Updated last year
- 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…☆57,164Jun 26, 2024Updated last year
- 强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/☆13,696Dec 30, 2025Updated 2 months ago
- 李宏毅2021/2022/2023春季机器学习课程课件及作业☆7,017Jun 3, 2023Updated 2 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,584Nov 25, 2025Updated 3 months ago
- My personal notes☆1,780Feb 1, 2023Updated 3 years ago
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,051Nov 12, 2024Updated last year
- NTU ML2017 Spring and Fall Homework Hung-yi_Li 李宏毅老师 机器学习课程作业☆880Mar 15, 2019Updated 6 years ago
- 数据科学的笔记以及资料搜集☆8,530Aug 16, 2021Updated 4 years ago
- deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）☆20,272Apr 29, 2022Updated 3 years ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,713Oct 7, 2022Updated 3 years ago
- 周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！☆7,668Feb 26, 2022Updated 4 years ago
- Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现☆7,554Jun 23, 2020Updated 5 years ago
- 深度学习经典、新论文逐段精读☆32,601Mar 22, 2025Updated 11 months ago
- 刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.☆132,822Jan 19, 2026Updated last month
- 周志华《机器学习》手推笔记☆3,761Mar 13, 2021Updated 4 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.☆13,280Aug 30, 2021Updated 4 years ago
- JULYEDU PyTorch Course☆1,086Feb 1, 2021Updated 5 years ago
- Pytorch🍊🍉 is delicious, just eat it! 😋😋☆6,148Feb 25, 2025Updated last year
- deep learning for image processing including classification and object-detection etc.☆26,078Jan 1, 2026Updated 2 months 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]☆6,283Aug 5, 2023Updated 2 years ago
- 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》)☆12,825Dec 24, 2023Updated 2 years ago
- exercise for nndl☆3,321Jul 19, 2024Updated last year
- Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋☆9,975Sep 22, 2022Updated 3 years ago
- PyTorch Tutorial for Deep Learning Researchers☆32,199Aug 15, 2023Updated 2 years ago