Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。
☆861Feb 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]☆6,326Aug 5, 2023Updated 3 years ago
- 《统计学习方法》笔记-基于Python算法实现☆2,198Aug 12, 2026Updated 2 months ago
- 《统计学习方法》的代码实现☆19,607Oct 5, 2026Updated 2 weeks 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☆5,833Apr 29, 2019Updated 7 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☆2,094May 8, 2026Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 手写实现李航《统计学习方法》书中全部算法☆11,647Nov 25, 2025Updated 11 months ago
- 机器学习算法的公式推导以及numpy实现☆2,128May 2, 2023Updated 3 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☆1,178Jun 4, 2022Updated 4 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☆366Jul 23, 2019Updated 7 years ago
- 数据科学的笔记以及资料搜集☆8,614Oct 5, 2026Updated 2 weeks ago
- 《机器学习实战》的python3源码☆1,346Aug 2, 2020Updated 6 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。☆1,734Sep 9, 2026Updated last month
- 📚《统计学习方法-李航: 笔记》 200页PDF,包含详细的公式细节讲解以及R语言实现 🎉☆512Sep 22, 2026Updated last month
- 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☆7,807Jun 23, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 南瓜书:《机器学习》(西瓜书)公式详解☆26,138Apr 22, 2026Updated 6 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!☆7,798Feb 26, 2022Updated 4 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☆131Jan 17, 2021Updated 5 years ago
- Mathematical Modeling Toolbox with R☆25Oct 12, 2026Updated last week
- 周志华《机器学习》手推笔记☆3,791Mar 13, 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。☆82,072Jul 30, 2024Updated 2 years ago
- 吴恩达老师的机器学习课程个人笔记☆38,017Oct 5, 2026Updated 2 weeks 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☆16,826Updated this week
- ☆14Jun 4, 2016Updated 10 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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。☆19,518Oct 14, 2021Updated 5 years ago
- 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☆1,695Oct 2, 2022Updated 4 years ago
- 深度学习经典、新论文逐段精读☆34,009Mar 22, 2025Updated last year
- My personal notes☆1,814Feb 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☆1,559May 29, 2024Updated 2 years ago
- 李航统计学习方法 PPT☆122Nov 9, 2016Updated 9 years ago
- 邱锡鹏《神经网络与深度学习》第二版与通识版:电子书、章节目录、学习资源与勘误。☆19,490Sep 6, 2026Updated last month
- deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)☆21,185Oct 5, 2026Updated 2 weeks ago
- 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☆4,774Jul 22, 2026Updated 3 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementation of panel data regression (first differences, fixed effects) in python (numpy, pandas)☆13May 12, 2016Updated 10 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,556Apr 29, 2026Updated 5 months ago
- 深度学习入门教程, 优秀文章, Deep Learning Tutorial☆17,864Apr 21, 2022Updated 4 years ago
- code and speech demo for speech reconstruction from ECoG recordings☆12May 21, 2025Updated last year
- 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.☆13,203Aug 30, 2021Updated 5 years ago
- PRML algorithms implemented in Python☆11,735Apr 5, 2025Updated last year
- pandas中文教程☆5,211Apr 24, 2024Updated 2 years ago