Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。
☆864Feb 9, 2021Updated 5 years ago
Alternatives and similar repositories for Learn-Statistical-Learning-Method
Users that are interested in Learn-Statistical-Learning-Method are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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]☆6,295Aug 5, 2023Updated 2 years ago
- 《统计学习方法》笔记-基于Python算法实现☆2,161Jan 9, 2018Updated 8 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☆5,836Apr 29, 2019Updated 7 years ago
- 《统计学习方法》的代码实现☆19,581Aug 22, 2023Updated 2 years ago
- 机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual☆2,054May 8, 2026Updated last week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 手写实现李航《统计学习方法》书中全部算法☆11,616Nov 25, 2025Updated 5 months ago
- 机器学习算法的公式推导以及numpy实现☆2,123May 2, 2023Updated 3 years ago
- ✒统计学习方法第二版（李航） 学习笔记、代码实现、课后习题☆367Jul 23, 2019Updated 6 years ago
- Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现☆1,181Jun 4, 2022Updated 3 years ago
- Mathematical Modeling Toolbox with R☆18Dec 5, 2025Updated 5 months ago
- 数据科学的笔记以及资料搜集☆8,558Aug 16, 2021Updated 4 years ago
- 《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。☆1,696Apr 26, 2026Updated 3 weeks ago
- 《机器学习实战》的python3源码☆1,342Aug 2, 2020Updated 5 years ago
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,818Apr 22, 2026Updated 3 weeks ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 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☆7,641Jun 23, 2020Updated 5 years ago
- 📚《统计学习方法-李航: 笔记》 200页PDF，公式细节讲解🎉☆495Jul 13, 2025Updated 10 months 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！☆7,716Feb 26, 2022Updated 4 years ago
- 周志华《机器学习》手推笔记☆3,774Mar 13, 2021Updated 5 years ago
- 李航统计学习方法（第二版）的学习笔记，包括：1、每章重点公式的手动推导 2、每章算法的Python自实现 3、学习过程中的笔记与心得 4、每章节的课后习题 5、每周都会按照至少一周一章的进度定时将自己的学习进度更新到这个仓库☆128Jan 17, 2021Updated 5 years ago
- 《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。☆77,833Jul 30, 2024Updated last year
- 吴恩达老师的机器学习课程个人笔记☆36,924Aug 25, 2025Updated 8 months 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☆16,568Nov 23, 2025Updated 5 months ago
- ☆14Jun 4, 2016Updated 9 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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。☆19,391Oct 14, 2021Updated 4 years ago
- 深度学习经典、新论文逐段精读☆33,212Mar 22, 2025Updated last year
- My personal notes☆1,794Feb 1, 2023Updated 3 years ago
- 动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果☆1,453May 29, 2024Updated last year
- Exercises answers to the book "machine-learning" written by Zhou Zhihua。周志华《机器学习》课后习题，个人解答。各算法都拿numpy和pandas实现了一遍☆1,679Oct 2, 2022Updated 3 years ago
- A simple start for collaborative filtering.☆20Jan 25, 2021Updated 5 years ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,787Apr 26, 2026Updated 3 weeks ago
- Implementation of panel data regression (first differences, fixed effects) in python (numpy, pandas)☆13May 12, 2016Updated 10 years ago
- deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）☆20,566Apr 29, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路☆4,738Oct 22, 2025Updated 6 months ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,552Apr 29, 2026Updated 2 weeks ago
- 李航统计学习方法 PPT☆118Nov 9, 2016Updated 9 years ago
- 深度学习入门教程, 优秀文章, Deep Learning Tutorial☆17,470Apr 21, 2022Updated 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.☆13,246Aug 30, 2021Updated 4 years ago
- PRML algorithms implemented in Python☆11,718Apr 5, 2025Updated last year
- 机器学习初学者公众号作品☆2,339Mar 21, 2021Updated 5 years ago