Mengyuan LIU

刘梦源

Mphil | Coder

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Note: If you have any questions or problems of running these codes, please contact me.
Thanks a lot !

My Experiment of Machine Learning Course Here are the codes and documents of the course of machine learning's experiments. The experiments are about some subjects in 《Patter Classification》

Experiment 1: K-means clustering algorithm [Document] [Code]

Experiment 2: Bayesian classifier [Document] [Code]

Experiment 3: Maximum likelihood estimation and parameter estimation [Document] [Code]

Experiment 4: Parzen-window estimation and KNN estimation [Document] [Code]

Experiment 5: Linear classifier based on gradient descent [Document] [Code]

Experiment 6: Neural network classifier[Document] [Code]

Experiment 7: ID-3 Decision tree classifier[Document] [Code]

Experiment 8: Ada-boost ensemble learning[Document] [Code]