EquiPy
A Python package for post-processing fairness: it takes a trained model and returns a calibrated, fairer one, for a single sensitive attribute or several at once.
Software · Research programmes · Experiments
Projects
Open-source packages, research collaborations and side experiments. Some are peer-reviewed, some are just curiosity with a version number.
Predicting blacklegged tick populations
A Lancet review of how the research community predicts where Lyme disease vectors live and how many there are, and of the data gaps that keep those predictions from being trusted.
Lancet paper (2024)Open access (PMC)Mathematics for Public Health
ESG concepts in corporate reporting
Identifying Environmental, Social and Governance concepts in the disclosures of Canadian companies, with Algora Lab (UdeM / Mila).
Open teaching materials
Roughly a hundred notebooks, slide decks and datasets covering Python, numerical methods, Bayesian ML, NLP and actuarial data science, all free to reuse.
More experiments live on GitHub, including the notebooks behind the courses on the teaching page.