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
☆2,066May 8, 2026Updated last month
Alternatives and similar repositories for statistical-learning-method-solutions-manual
Users that are interested in statistical-learning-method-solutions-manual 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]☆6,297Aug 5, 2023Updated 2 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。☆1,701Apr 26, 2026Updated last month
- 《统计学习方法》的代码实现☆19,587Aug 22, 2023Updated 2 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,621Nov 25, 2025Updated 6 months 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☆1,468May 29, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 《机器学习》（西瓜书）代码实战☆980May 7, 2025Updated last year
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,875Apr 22, 2026Updated last month
- 机器学习算法的公式推导以及numpy实现☆2,123May 2, 2023Updated 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☆16,635Nov 23, 2025Updated 6 months ago
- PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/☆3,670Jan 18, 2026Updated 5 months ago
- 《统计学习方法》笔记-基于Python算法实现☆2,166Jan 9, 2018Updated 8 years 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☆4,747Oct 22, 2025Updated 7 months ago
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。☆863Feb 9, 2021Updated 5 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☆5,829Apr 29, 2019Updated 7 years 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.
- Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star☆3,712Dec 2, 2025Updated 6 months ago
- 巨硬的NumPy☆491Mar 23, 2024Updated 2 years ago
- 主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。☆1,841Mar 16, 2022Updated 4 years ago
- 强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/☆14,320Dec 30, 2025Updated 5 months ago
- pandas中文教程☆5,163Apr 24, 2024Updated 2 years ago
- Matplotlib中文教程，在线阅读地址：https://datawhalechina.github.io/fantastic-matplotlib/☆527Jul 31, 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！☆7,729Feb 26, 2022Updated 4 years ago
- 🐳 LeetCode 算法笔记：面试、刷题、学算法。在线阅读地址：https://datawhalechina.github.io/leetcode-notes/☆1,115Oct 9, 2025Updated 8 months ago
- 主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。☆848Nov 17, 2023Updated 2 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.
- 《动手学深度学习》习题解答，在线阅读地址如下：☆587Jul 6, 2024Updated last year
- 周志华《机器学习》手推笔记☆3,777Mar 13, 2021Updated 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 11 months ago
- 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/☆7,161Apr 16, 2026Updated 2 months 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☆1,682Oct 2, 2022Updated 3 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。☆78,297Jul 30, 2024Updated last year
- 主要展示Datawhale的组队学习计划。☆2,396Jan 8, 2023Updated 3 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☆7,671Jun 23, 2020Updated 5 years ago
- Follow me，从 0 到 1 掌握 SQL。☆1,013Jan 10, 2026Updated 5 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 深度学习经典、新论文逐段精读☆33,435Mar 22, 2025Updated last year
- 图深度学习（葡萄书），在线阅读地址： https://datawhalechina.github.io/grape-book☆281Apr 21, 2024Updated 2 years ago
- 聪明方法学Python，简明且系统的 Python 入门教程。☆397Jan 9, 2024Updated 2 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,548Apr 29, 2026Updated last month
- 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☆1,180Jun 4, 2022Updated 4 years ago
- 温州大学《机器学习》课程资料（代码、课件等）☆2,069Sep 25, 2025Updated 8 months ago
- My personal notes☆1,800Feb 1, 2023Updated 3 years ago