leilichuan / Pattern-Recognition-and-Machine-Learning-Chinese-NoteLinks
A Chinese learning note with python codes for Pattern Recognition and Machine Learning.
☆26Updated 6 years ago
Alternatives and similar repositories for Pattern-Recognition-and-Machine-Learning-Chinese-Note
Users that are interested in Pattern-Recognition-and-Machine-Learning-Chinese-Note are comparing it to the libraries listed below
Sorting:
- 《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。☆609Updated 5 months ago
- learning fomula☆290Updated 3 years ago
- ☆515Updated 4 years ago
- Pattern Recognition And Machine Learning 相关的学习资源☆151Updated 5 years ago
- b站@shuhuai008的白板推导系列课程手写笔记,补充了一些用到的数学基础知识。☆72Updated 4 years ago
- ☆125Updated 4 years ago
- My personal notes☆1,719Updated 2 years ago
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。☆848Updated 4 years ago
- Applied Multivariate Statistical Analysis | PKU 2019 Fall☆89Updated 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☆1,178Updated 3 years ago
- 机器学习算法的公式推导以及numpy实现☆2,089Updated 2 years ago
- ☆24Updated 8 years ago
- ✒统计学习方法第二版(李航) 学习笔记、代码实现、课后习题☆362Updated 5 years ago
- notes of machine learning algorithm derivation☆776Updated 5 years ago
- 经典机器学习算法的极简实现☆184Updated 8 months ago
- ☆278Updated 2 years ago
- Implementation of algorithms introduced in CS229.☆386Updated 3 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。☆1,629Updated 3 months ago
- ☆478Updated 2 years ago
- This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.☆560Updated 6 years ago
- 张志华机器学习导论 MOOC 讲义☆130Updated 3 years ago
- 《神经网络与深度学习》课后习题答案-分享讨论☆755Updated 5 years ago
- 记录Learning from data一书中的习题解答☆990Updated 6 years ago
- 数学系本科三年级《最优化理论与方法》☆168Updated 4 years ago
- 涉及机器学习中深度学习、强化学习、监督学习、集成学习相关的pdf书籍及其个人的阅读笔记☆159Updated 6 years ago
- 周志华-机器学习☆278Updated 5 years ago
- 本项目对中文版《动手学深度学习》中的代码进行了PyTorch实现并整理为PDF版本供下载☆594Updated 4 years ago
- ESL-Note 是阅读 ESL中文版 的笔记。笔记中对书中出现的公式进行了详细的推导,习题也进行了求解,与中文版中的做法有所差异并且加入了知识补充和扩展部分。☆22Updated 3 years ago
- numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法☆238Updated 5 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,535Updated 10 months ago