My Solutions for CS231n (Spring 2019) Assignments

Assignemnt 1

• K-Nearest Neighbor classifier
• Support Vector Machine
• Softmax classifier
• Two-Layer Neural Network
• Image Features

Assignment 2

• Fully-connected Neural Network
• Batch Normalization
• Dropout
• Convolutional Networks
• PyTorch on CIFAR-10

Assignment 3

• Image Captioning with Vanilla RNNs
• Image Captioning with LSTMs
• Network Visualization
• Style Transfer
• Generative Adversarial Networks