My assignment solutions for CS231n: Convolutional Neural Networks for Visual Recognition (Spring 2020):

This repository contains all solutions to assignments from CS231n

Assignments using PyTorch are completed

Assignment 1

Q1: k-Nearest Neighbor classifier

Q2: Training a Support Vector Machine

Q3: Implement a Softmax classifier

Q4: Two-Layer Neural Network

Assignment 2

Q1: Fully-connected Neural Network

Q2: Batch Normalization

Q3: Dropout

Q4: Convolutional Networks

Q5: PyTorch on CIFAR-10

Assignment 3

Q1: Image Captioning with Vanilla RNNs

Q2: Image Captioning with LSTMs

Q3: Network Visualization: Saliency maps, Class Visualization, and Fooling Images

Q4: Style Transfer

Q5: Generative Adversarial Networks