ECE471 - Computational Graph Machine Learning (CGML)

Assignment 1: Linear regression on noisy sinewave using Guassian bases

Assignment 2: Binary classification of spirals using multi layer perceptron

Assignment 3: Classification of MNIST dataset (98% accuracy)

Assignment 4: Classification of CIFAR10 (87% accuracy) and CIFAR100 (70% top 5 accuracy) datasets

Assignment 5: Classification of AG News dataset (92% accuracy)

Midterm Project: Implementing Linear Probes based on paper by Alain et al.: https://arxiv.org/abs/1610.01644

Link to final project: https://github.com/chriskimck/Deep_ELO