Mathematical derivation and pure Python code implementation of machine learning algorithms.
☆1,553Apr 29, 2026Updated 4 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☆366Jun 4, 2026Updated 3 months ago
- 南瓜书：《机器学习》（西瓜书）公式详解☆26,079Apr 22, 2026Updated 4 months ago
- 周志华《机器学习》手推笔记☆3,785Mar 13, 2021Updated 5 years ago
- 《统计学习方法》的代码实现☆19,594Aug 22, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 机器学习算法的公式推导以及numpy实现☆2,130May 2, 2023Updated 3 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☆4,765Jul 22, 2026Updated last month
- 手写实现李航《统计学习方法》书中全部算法☆11,628Nov 25, 2025Updated 9 months ago
- Machine learning, in numpy☆16,329Oct 29, 2023Updated 2 years ago
- 温州大学《机器学习》课程资料（代码、课件等）☆2,088Sep 25, 2025Updated 11 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]☆6,313Aug 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☆7,771Jun 23, 2020Updated 6 years ago
- 数据科学的笔记以及资料搜集☆8,596Aug 16, 2021Updated 5 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。☆1,866Mar 16, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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☆1,532May 29, 2024Updated 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。☆1,727Sep 9, 2026Updated last week
- 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！☆7,784Feb 26, 2022Updated 4 years ago
- 主要展示Datawhale的组队学习计划。☆2,412Jan 8, 2023Updated 3 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.☆13,206Aug 30, 2021Updated 5 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☆16,776Nov 23, 2025Updated 9 months 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。☆19,233Sep 6, 2026Updated 2 weeks ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,779Dec 30, 2025Updated 8 months ago
- 算法理论基础知识应知应会☆2,563Oct 30, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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☆2,086May 8, 2026Updated 4 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。☆19,506Oct 14, 2021Updated 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。☆17,823Jan 9, 2026Updated 8 months ago
- Pytorch🍊🍉 is delicious, just eat it! 😋😋☆6,175Feb 25, 2025Updated last year
- 主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。☆850Nov 17, 2023Updated 2 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。☆80,809Jul 30, 2024Updated 2 years ago
- Code Repository for The Kaggle Book, Published by Packt Publishing☆2,330Mar 2, 2026Updated 6 months ago
- pandas中文教程☆5,202Apr 24, 2024Updated 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☆3,834Jul 8, 2026Updated 2 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋☆9,916Sep 22, 2022Updated 3 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☆7,509Aug 24, 2022Updated 4 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
- deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）☆21,095Apr 29, 2022Updated 4 years ago
- 《统计学习方法》笔记-基于Python算法实现☆2,188Aug 12, 2026Updated last month
- Matplotlib中文教程，在线阅读地址：https://datawhalechina.github.io/fantastic-matplotlib/☆528Jul 31, 2022Updated 4 years ago
- Notes about courses Dive into Deep Learning by Mu Li☆3,843Apr 11, 2023Updated 3 years ago