Football forecasts using Monte Carlo simulations
This project allows you to forecast the rest of a league season using Monte Carlo simulations in Python. Code is available on Github.
Portfolio
Unsupervised Learning of Spatiotemporal Interictal Discharges in Focal Epilepsy
This is my Python implementation of Maxime Baud’s algorithm for IED detection. Code is available on Github.
Unsupervised Seizure Detection using a Convolutional Autoencoder
This project trains a convolutional autoencoder for anomaly detection using publicly available interictal iEEG data. The end goal is to develop a channel-by-channel seizure detector, allowing us to analyse the onset and spread of a seizure. Code is available on Github.
Forecasting the 2022 World Cup using Monte Carlo simulations
This is a step-by-step tutorial for forecasting the 2022 World Cup. Code is available on Google Colab.