/generator-gan-vae

Files related to CAP-6610: Machine Learning course at UFL

Primary LanguageJupyter Notebook

Generative Model Comparison: GANs and VAEs on MNIST Dataset

This repository contains the code, data, LaTeX source, and serialized model files related to the research project on comparing Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs) for generating handwritten digits using the MNIST dataset.

Source code is available in src/ directory. Final report is available in final-report/ directory. All the other directory starting with report-* contain intermediate reports. Directories starting with assignment-* contain homework assignments.