This repository contains my solutions to the assignments for the Deep Learning course at Georgia Tech during Spring '23.
Assignments
Assignment 1: Neural Networks from scratch
Assignment 2: Convolutional Neural Networks (CNNs)
Assignment 3: Recurrent Neural Networks (RNNs), Network Visualization and Style Transfer
Assignment 4: Natural Language Processing (NLP) Worked with pre-trained language models for text generation and sentiment analysis. Fine-tuned models on domain-specific datasets.
There are 4 different folders each one containing the python scripts and a notebook. Moreover, there is a zip including the final submission.