Mathematical derivation and pure Python code implementation of machine learning algorithms.
☆1,556Apr 29, 2026Updated 5 months ago
Alternatives and similar repositories for Machine_Learning_Code_Implementation
Users that are interested in Machine_Learning_Code_Implementation 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 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata, lihang]☆16Mar 29, 2019Updated 7 years ago
- Deep Learning Image Segmentation: Theory and Practice☆365Jun 4, 2026Updated 4 months ago
- 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》手推笔记☆3,791Mar 13, 2021Updated 5 years ago
- 机器学习算法的公式推导以及numpy实现☆2,128May 2, 2023Updated 3 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☆19,607Oct 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
- 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
- Machine learning, in numpy☆16,324Oct 29, 2023Updated 2 years ago
- 温州大学《机器学习》课程资料（代码、课件等）☆2,096Sep 25, 2025Updated last year
- 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
- 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
- 数据科学的笔记以及资料搜集☆8,614Oct 5, 2026Updated 2 weeks ago
- 主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。☆1,879Mar 16, 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.
- 《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
- 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
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,793Sep 22, 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☆1,559May 29, 2024Updated 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☆2,094May 8, 2026Updated 5 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☆16,826Updated this week
- 鲁伟《机器学习公式推导与代码实现》。整体对算法的分类是亮点。算法原理和代码实现也相对简单，可以和《机器学习实战》对比起来看。☆10Oct 19, 2022Updated 4 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。☆17,840Jan 9, 2026Updated 9 months 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.☆13,203Aug 30, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Pytorch🍊🍉 is delicious, just eat it! 😋😋☆6,171Feb 25, 2025Updated last year
- 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
- 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
- 主要展示Datawhale的组队学习计划。☆2,421Jan 8, 2023Updated 3 years ago
- Code Repository for The Kaggle Book, Published by Packt Publishing☆2,335Mar 2, 2026Updated 7 months 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
- pandas中文教程☆5,211Apr 24, 2024Updated 2 years ago
- 算法理论基础知识应知应会☆2,561Oct 30, 2022Updated 3 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☆5,833Apr 29, 2019Updated 7 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋☆9,908Sep 22, 2022Updated 4 years ago
- 总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力☆7,506Aug 24, 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。☆851Nov 17, 2023Updated 2 years 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☆3,878Jul 8, 2026Updated 3 months ago
- 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
- Notes about courses Dive into Deep Learning by Mu Li☆3,854Apr 11, 2023Updated 3 years ago
- 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…☆57,688Jun 26, 2024Updated 2 years ago