DeepLearning

IT3030 V20

Introduction

This repository contains all the assignments from the course IT3030 - Deep Learning, spring 20.

• NeuralNetwork - Assignment 1: implementation of forward- and backpropagation in neural networks using numpy.
• SemiSupervisedLearning - Assignment 2: semi-supervised learning in keras using autoencoders.
• DeepGenerativeModels - Assignment 3: autoencoders, variational autoencoders and dcgan learning to generate handwritten digits from MNIST.