Open Source
Packages
Pythonication of Smooth
Smooth is a forecasting library based on the ADAM framework detailed here. We have successfully translated the core mechanisms to Python.
Grafton
A GDPR anonymizer for any file using informed consent, encoding key and randomising numbers.
Additional Projects
Music Recommendation System
A music recommendation system that outputs a new playlist given an input song and its respective artist.
Covid Impact Based on Parametric Uncertainty
A forecasting framework considering the parametric uncertainties mapped from Covid-19 literature.
Real Emotion Detection Twitter
A real-time emotion classification framework that in real-time streams the emotion of every tweet with a specific hashtag.
PI Estimators for ML and Statistical Models
An extensive review of existing literature regarding prediction intervals estimation for machine learning and statistical models.
Forecasting with Deep Temporal Hierarchies
A novel way to forecast with temporal hierarchies built around THieF and Deep Learning models.