IT3030 Deep Learning

Project 1 - Neural Network from scratch

In ./project_1 we implemented a feed-forward neural network from scratch with NumPy.

Project 2 - Recurrent neural network from scratch

In ./project_2 we implemented a recurrent neural network (RNN) from scratch with NumPy.

Project 3 - Semi-supervised learning

In ./project_3 we implemented semi-supervised learning with Keras over the MNIST, Fasion MNIST, CIFAR10 and the CIFAR100 dataset.