Author: Jingxiang Li Email: lixx3899@umn.edu

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This repository only contains homework files for CSCI 5525

Several machine learning algorithms are implemented in this repository

HW1: Logistic Regression, Naive Bayes, Fisher Discriminant Analysis, Least Square Discriminant, Multivariate Gaussian Classifier

HW2: Support Vector Machine (SMO with kernel supported) and Support vector machine (SGD)

HW3: Decision Tree, Bagging, Random Forest