Eric J Ma's Website

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.

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

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

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

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

A comprehensive tutorial on network analysis presented at SciPy 2022 by Eric Ma and Mridul Seth.

I helped make cheap cameras that continuously monitor wildlife.

A presentation on pyjanitor, a Python library for clean APIs for data cleaning, delivered at SciPy 2019.