Dod-o / Statistical-Learning-Method_CodeLinks
手写实现李航《统计学习方法》书中全部算法
☆11,471Updated 5 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☆19,439Updated 2 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]☆6,200Updated 2 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☆5,812Updated 6 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!☆7,573Updated 3 years ago
- 《机器学习》(西瓜书)公式详解☆25,205Updated 3 months ago
- 周志华《机器学习》手推笔记☆3,716Updated 4 years ago
- ☆5,203Updated 5 years ago
- 《统计学习方法》笔记-基于Python算法实现☆2,128Updated 7 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☆7,251Updated 5 years ago
- My blogs and code for machine learning. http://cnblogs.com/pinard☆8,597Updated last year
- 数据科学的笔记以及资料搜集☆8,455Updated 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PyTorch实现。☆19,041Updated 3 years ago
- Pytorch🍊🍉 is delicious, just eat it! 😋😋☆5,925Updated 6 months ago
- 机器学习算法的公式推导以及numpy实现☆2,101Updated 2 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。☆17,107Updated 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☆4,624Updated 3 weeks ago
- 机器学习初学者公众号作品☆2,276Updated 4 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☆9,901Updated last year
- Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现☆1,178Updated 3 years ago
- 机器学习原理☆1,385Updated last month
- 机器学习算法python实现☆8,006Updated last year
- 深度学习入门教程, 优秀文章, Deep Learning Tutorial☆16,466Updated 3 years ago
- pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行☆21,220Updated last year
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,817Updated 2 years ago
- ☆4,604Updated 5 years ago
- exercise for nndl☆3,293Updated last year
- 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☆1,930Updated last week
- 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.☆13,277Updated 4 years ago
- ☆2,768Updated 5 years ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,495Updated 2 years ago