zhulei227 / ML_Notes
机器学习算法的公式推导以及numpy实现
☆2,074Updated last year
Alternatives and similar repositories for ML_Notes:
Users that are interested in ML_Notes are comparing it to the libraries listed below
- My personal notes☆1,693Updated 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☆1,847Updated 7 months ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,529Updated 6 months ago
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二 版,算法实现。☆840Updated 4 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☆4,424Updated 6 months 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。☆1,610Updated 2 weeks ago
- 《统计学习方法》笔记-基于Python算法实现☆2,090Updated 7 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]☆6,113Updated last year
- ☆5,149Updated 5 years ago
- 机器学习初学者公众号作品☆2,227Updated 4 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☆2,867Updated 2 months ago
- 温州大学《机器学习》课程资料(代码、课件等)☆1,921Updated 3 months ago
- 主要展示Datawhale的组队学习计划。☆2,246Updated 2 years ago
- notes of machine learning algorithm derivation☆773Updated 5 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☆1,548Updated 2 years ago
- 周志华《机器学习》手推笔记☆3,666Updated 4 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。☆1,689Updated 3 years ago
- 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☆1,174Updated 2 years ago
- ⚡️⚡️⚡️《机器学习实战》代码(基于Python3)🚀☆913Updated 5 years ago
- 《机器学习实战》的python3源码☆1,318Updated 4 years ago
- PyTorch 官方中文教程包含 60 分钟快速入门教程,强化教程,计算机视觉,自然语言处理,生成对抗网络,强化学习。欢迎 Star,Fork!☆2,622Updated 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☆5,776Updated 5 years ago
- 本仓库将PyTorch官方书籍《Deep learning with PyTorch》(基本摘录版)翻译成中文版并给出可运行的相关代码。☆1,162Updated 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☆6,869Updated 4 years ago
- 机器学习面试复习资源☆1,164Updated last year
- 动手学CV-Pytorch版☆901Updated last year
- exercise for nndl☆3,249Updated 8 months ago
- 《机器学习》(西瓜书)代码实战☆786Updated 5 months ago
- 《神经网络与深度学习》课后习题答案-分享讨论☆744Updated 5 years ago
- 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☆1,246Updated 10 months ago