Compilation of homeworks and projects from ECGR-5106 Intro to Deep Learning
Multilayer Perceptrons for Classification and Regression using CIFAR-10 and a housing dataset
Building an AlexNet and ResNet-18 models for the CIFAR-10 dataset
Language Modeling with an RNN, LSTM, and GRU
French-to-English and English-to-French language translation with GRUs and LSTMs
Language Modeling and French-to-English/English-to-French language translation with Transformers