《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
Alternatives and similar repositories for key-book
Users that are interested in key-book are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 南瓜书:《机器学习》(西瓜书)公式详解☆25,875Apr 22, 2026Updated last month
- 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
- 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
- 《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
- 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
- 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.
- 《统计学习方法》的代码实现☆19,587Aug 22, 2023Updated 2 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
- 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
- 周志华《机器学习》手推笔记☆3,777Mar 13, 2021Updated 5 years ago
- 《机器学习》(西瓜书)代码实战☆980May 7, 2025Updated last year
- pandas中文教程☆5,163Apr 24, 2024Updated 2 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
- 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
- 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
- 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.
- 机器学习算法的公式推导以及numpy实现☆2,123May 2, 2023Updated 3 years ago
- 主要展示Datawhale的组队学习计划。☆2,396Jan 8, 2023Updated 3 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
- 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
- 《可解释的机器学习--黑盒模型可解释性理解指南》,该书为《Interpretable Machine Learning》中文版☆4,898Nov 28, 2023Updated 2 years ago
- 邱锡鹏《神经网络与深度学习》(蒲公英书)理论书 v2 与通识版☆18,892Jun 1, 2026Updated 2 weeks ago
- 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
- 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。☆19,406Oct 14, 2021Updated 4 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
- 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.
- 数据科学的笔记以及资料搜集☆8,561Aug 16, 2021Updated 4 years ago
- My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义…☆9,831Mar 4, 2026Updated 3 months ago
- 算法理论基础知识应知应会☆2,568Oct 30, 2022Updated 3 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,548Apr 29, 2026Updated last month
- 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…☆57,429Jun 26, 2024Updated last year
- 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
- This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.☆2,493Sep 23, 2024Updated last year
- 巨硬的NumPy☆491Mar 23, 2024Updated 2 years ago
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,846Oct 6, 2022Updated 3 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.
- PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/☆3,670Jan 18, 2026Updated 5 months ago
- 吴恩达老师的机器学习课程个人笔记☆37,145Aug 25, 2025Updated 9 months ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,738Dec 30, 2025Updated 5 months ago
- 深度学习经典、新论文逐段精读☆33,435Mar 22, 2025Updated last year
- Pytorch🍊🍉 is delicious, just eat it! 😋😋☆6,157Feb 25, 2025Updated last year
- Deep Learning Book Chinese Translation☆37,285Dec 3, 2019Updated 6 years ago
- 水很深的深度学习☆130Apr 6, 2024Updated 2 years ago