Machine-Learning-CSE-574

Code for Machine Learning Course at Buffalo CSE 574

PA1 :

• Neural Network Implementation

PA2 :

• Gaussian Discriminators
• Linear Regression
• Ridge Regression
• Gradient Descent for Ridge Regression
• Non-linear Regression

PA3 :

• Logistic Regression
• Support Vector Machine (SVM) toolbox sklearn.svm.SVM to perform classification
• Gradient descent minimization of multi-class Logistic Regression (using softmax function).