Eric J Ma's Website

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.

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Bayesian Analysis Recipes

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

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Essays on Data Science

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

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Flu Forecaster

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

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Influenza Ecology & Evolution

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

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Network Analysis Made Simple- Eric Ma, Mridul Seth | SciPy 2022

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

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Open Hardware for Wildlife Monitoring

I helped make cheap cameras that continuously monitor wildlife.

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pyjanitor: Clean APIs for Cleaning Data | SciPy 2019

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

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