Classwork

A collection of class projects and assignments from my master’s studies — covering topics like machine learning, graph neural networks, and security. Most include source code, writeups, and reflections on what I learned.

Assignment 1: Perceptron

💾 Download Perceptron Code (ZIP)

Assignment 2: Weston-Watkins SVM

💾 Download Weston-Watkins Code (ZIP)

Midterm Project: Backpropagation

💾 Download Backpropagation Code (ZIP)

Assignment 3: Hessian-Based Training

💾 Download Hessian Code (ZIP)

Final Project: LeNet on MNIST

💾 Download LeNet Code (ZIP)