IFT6135

Practical assignment components for IFT 6135 - Representation learning

Assignment 1:

Feed forward Neural Network from scratch (using Numpy), Convolutional Neural Networks

Assignemnt 2:

Recurrent Neural Networks, Gated Recurrent Units, Transformer Networks and Self-attention

Assignment 3:

Variational Autoencoders, Generative Adversarial Networks