This repository contains my Machine Learning course assignments at the University of Tehran.
Homework #1 [Bayes Optimal Classifier, Naïve Bayes Classifier, MLE, MAP Estimation]
Homework #2 [Linear Regression, Logistic Regression, KNN, Parzen Density Estimation]
Homework #3 [MLP, CNN, Decision Tree, MADALINE Network]
Homework #4 [Support Vector Machines, Kernels, Ensemble Learning, Support Vector Regression]
Homework #5 [PCA, LDA, EM, Gaussian Mixture Model]