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

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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

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