Dod-o / Statistical-Learning-Method_CodeLinks
手写实现李航《统计学习方法》书中全部算法
☆11,384Updated 2 months ago
Alternatives and similar repositories for Statistical-Learning-Method_Code
Users that are interested in Statistical-Learning-Method_Code are comparing it to the libraries listed below
Sorting:
- 《统计学习方法》的代码实现☆19,345Updated 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☆5,793Updated 6 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]☆6,146Updated last year
- 周志华《机器学习》手推笔记☆3,683Updated 4 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☆7,030Updated 4 years ago
- ☆5,177Updated 5 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!☆7,495Updated 3 years ago
- 《机器学习》(西瓜书)公式详解☆24,917Updated last week
- 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。☆18,885Updated 3 years ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,373Updated 2 years ago
- 《统计学习方法》笔记-基于Python算法实现☆2,109Updated 7 years ago
- exercise for nndl☆3,275Updated 11 months ago
- 数据科学的笔记以及资料搜集☆8,403Updated 3 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☆4,889Updated last year
- 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☆4,480Updated 8 months ago
- My blogs and code for machine learning. http://cnblogs.com/pinard☆8,540Updated last year
- 深度学习入门教程, 优秀文章, Deep Learning Tutorial☆15,992Updated 3 years ago
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,799Updated 2 years ago
- 统计学习方法习题解答,在线阅读地址:https://datawhalechina.github.io/statistical-learning-method-solutions-manual☆1,899Updated last month
- deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)☆19,300Updated 3 years ago
- 机器学习算法python实现☆7,840Updated last year
- 机器学习算法的公式推导以及numpy实现☆2,084Updated 2 years ago
- 吴恩达老师的机器学习课程个人笔记☆34,215Updated last year
- Pytorch🍊🍉 is delicious, just eat it! 😋😋☆5,814Updated 3 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☆15,251Updated last week
- A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译☆3,392Updated 3 years ago
- 机器学习初学者公众号作品☆2,254Updated 4 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TensorFlow 2.0实现,项目已得到李沐老师的认可☆3,815Updated 2 years ago
- NLP上手教程☆6,135Updated 4 years ago
- 特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现☆2,346Updated 2 years ago