Matthew Boyle's repositories
predicting-the-pound
MSc Finance dissertation project at Newcastle University. This project focused on forecasting the volatility of exchange rates involving the Great British Pound using EWMA, GARCH-type and Implied Volatility models.
conditional-wgan-gp
Coursework solutions for a 3rd year Computer Science module on Deep Learning @ Durham University. Uses a conditional WGAN-GP implementation to generate images from the CIFAR-10 and STL-10 datasets.
ai-film-recommender
Coursework solutions for a 3rd year Computer Science module on Recommender Systems @ Durham University. Aims to use machine learning methods to recommend films.
classification-with-no-discrimination
Coursework solutions for a 2nd year Computer Science sub-module on Bias in AI @ Durham University. Attempts to minimise gender bias when using ML to predict income.
eye-in-the-sky
Final-year project submitted as part of BSc Computer Science at Durham University. This project focuses on the application of object detection and tracking methods to the UAV imagery domain.
baum-welch
Coursework solutions for a 3rd year Computer Science module on Bio-Informatics @ Durham University. Aims to implement the Baum-Welch algorithm.
image-processing
Coursework solutions for a 2nd year Computer Science sub-module on Image Processing @ Durham University. Aims to implement instagram-style filters on images.
welcome-to-the-north-east
A coursework solution for a first year computer science programming module (COMP_1101) at Durham University. A simple web app which allows users to upload links to their favourite images of the North East of England and view the images on site and comment on them.