Automatically download and parse research articles then summarize them with various ML and AI models.
Modeling the standard curve of a standard dilution experiment with Stan as presented in *Bayesian Data Analysis* by Gelman *et al*.
The steps I have taken to learn how to conduct Bayesian data analysis.
How to build a hierarchical model in PyMC3 with a mixture of centered and non-centered parameterizations to avoid the dreaded funnel degeneracies.
A brief description of the tools and process behind my recent analysis of data from a study of the 'Facial Feedback Hypothesis'.
My own visualization and statistical analysis of the data from a replication study of this famous phsycology paper.
We trained a Progressive Growing GAN to produce realistic, yet novel, hand radiographs and explored its latent input space to identify an embedding of bone age.
A web application that summarizing text down to an adjustable percentage of the the most important sentences.
A web application that solves [Sudoku puzzles] using linear integer programming.
This links to my repository with my solutions to the Advent of Code 2020 programming challenges.