Twopothead / cs229_ml_py

implement cs229(Machine Learning taught by Andrew Ng) in python.

cs229_ml_py

implement cs229(Machine Learning taught by Andrew Ng) in python.

Contents

• ex1 Linear Regression

• ex2 Logistic Regression

• ex3 Multi-class Classification and Neural Networks

• ex4 Neural Network Learning

• ex5 Regularized Linear Regression and Bias/Variance

• ex6 Support Vector Machines

• ex7 K-Means Clustering and PCA

• ex8 Anomaly Detection and Recommender Systems

Materials and Assignments

machine-learning-ex1.zip ~ machine-learning-ex8.zip are avaliable on github

Run locally

You should configure base path to your assignments-relative materials (machine-learning-ex1~ex8.zip) in cs229config.py first.

References

• CS 229 Machine Learning Course Materials