I experimented with different structures for multi-level and hierarchical splines in PyMC, including using a multivariate normal prior distribution over the spline parameters.
My simple application to put oft copied text in easy reach in my Mac's menu bar.
How to support type hints of the dunder methods on your subclass of the built-in Python list using *function overloading*.
Python package for interfacing with Boston 311 API.
A suite of projects for tracking my coffee consumption.
How to build a hierarchical model in PyMC3 with a mixture of centered and non-centered parameterizations to avoid the dreaded funnel degeneracies.
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.
A step-by-step tutorial on creating a web application with Streamlit, building a Docker image with GitHub Actions, and hosting on Heroku.