Machine-Learning-From-Scratch

常用机器学习的算法简洁实现

About

从零开始实现机器学习算法，简洁的实现版本
附源码讲解网址，网址中记录了我学习机器学习算法的过程方法与资料
http://www.dmlearning.cn/

算法目录

Machine Learning From Scratch
- Decision Tree
- Random Forest
- Gradient Boosting
- XGBoost
- Principal Component Analysis
- ICA
- Support Vector Machine
- Linear Regression
- Logistic Regression
- Naive Bayes
- Bayesian Regression
- K Nearest Neighbors

Reference

借鉴了Erik的代码
https://github.com/eriklindernoren
借鉴了rushter的代码
https://github.com/rushter/MLAlgorithms