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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.