lugeluge/CS229-ML-Implements

Implements of cs229(Machine Leaning taught by Andrew Ng) in python.

CS229-ML-Implements(CS229机器学习算法的Python实现)

Implements of cs229(Machine Leaning taught by Andrew Ng) in python.

CS229 Machine Learning Xmind:

CS229 Machine Learning course and notes:

OpenCourse

cs229-Notes

Syllabus：

• Linear Regression

• Normal Equation

• Locally Weighted Regression

• Logistic Regression

• Perceptron Algorithm

• Newton Method

• Softmax Regression

• Gaussian Discriminant Analysis

• Naive Bayes spam-filter

Examples

Linear Regression

Locally Weighted Regression

Logistic Regression

Softmax Regression

Gaussian Discriminant Analysis

Naive Bayes spam-filter

TO BE CONTINUED