A Pedagogical Introduction to Score Models

In 2022, I became fascinated with score models. To help myself learn the core ideas better, I put together a pedagogical introduction on the topic.

Bayesian Analysis Recipes

A collection of Bayesian statistical models for general usage, implemented in PyMC3

Essays on Data Science

A curated collection of of essays that I believe are be useful to the broader Python data science community.

Flu Forecaster

Using variational autoencoders and gaussian processes to forecast the protein sequence of influenza.

Influenza Ecology & Evolution

Figuring out if genome shuffling is important for influenza host switching.

Open Hardware for Wildlife Monitoring

I helped make cheap cameras that continuously monitor wildlife.