HW1: Implementation of softmax regression and two layer neural network
HW2: Implementation of CNN from scratch, using Pytorch and focal loss
HW3: Implementation of Network Visualization (Saliency Map, GradCAM, Fooling Image, Class Visualization) and Style Transfer (Content Loss, Style Loss and Total Variation Loss)
HW4: Implementation of RNN, LSTM and Seq2Seq with Transformers