Vay-keen / Machine-learning-learning-notesLinks
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!
☆7,591Updated 3 years ago
Alternatives and similar repositories for Machine-learning-learning-notes
Users that are interested in Machine-learning-learning-notes are comparing it to the libraries listed below
Sorting:
- 周志华《机器学习》手推笔记☆3,729Updated 4 years 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]☆6,222Updated 2 years ago
- 《机器学习》(西瓜书)公式详解☆25,311Updated 4 months ago
- 《统计学习方法》的代码实现☆19,484Updated 2 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,512Updated 6 months 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☆5,822Updated 6 years ago
- deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)☆19,821Updated 3 years ago
- 机器学习初学者公众号作品☆2,286Updated 4 years ago
- 数据科学的笔记以及资料搜集☆8,472Updated 4 years ago
- 机器学习算法python实现☆8,093Updated last year
- 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☆7,350Updated 5 years ago
- 吴恩达老师的机器学习课程个人笔记☆35,428Updated last month
- exercise for nndl☆3,308Updated last year
- A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译☆3,424Updated 3 years ago
- 机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归☆9,989Updated last year
- 《统计学习方法》笔记-基于Python算法实现☆2,142Updated 7 years ago
- ☆2,775Updated 5 years ago
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,830Updated 3 years 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。☆19,126Updated 4 years ago
- 机器学习算法的公式推导以及numpy实现☆2,109Updated 2 years ago
- ⚡️⚡️⚡️《机器学习实战》代码(基于Python3)🚀☆969Updated 5 years ago
- ☆4,603Updated 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☆15,871Updated 4 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☆4,665Updated this week
- 《机器学习实战》的python3源码☆1,336Updated 5 years ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,547Updated 3 years ago
- 机器学习原理☆1,394Updated 2 months ago
- 主要展示Datawhale的组队学习计划。☆2,293Updated 2 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☆1,632Updated 3 years ago
- 机器学习相关教程☆12,627Updated 4 years ago