python

Experimenting with multi-level and hierarchical splines in PyMC

I experimented with different structures for multi-level and hierarchical splines in PyMC, including using a multivariate normal prior distribution over the spline parameters.

SwiftBar plugin for storing text snippets

My simple application to put oft copied text in easy reach in my Mac's menu bar.

Type hinting a list subclass in Python with function overloading

How to support type hints of the dunder methods on your subclass of the built-in Python list using *function overloading*.

boston311

Python package for interfacing with Boston 311 API.

Counting Coffee

A suite of projects for tracking my coffee consumption.

Mixing centered and non-centered parameterizations in a hierarchical model with PyMC3

How to build a hierarchical model in PyMC3 with a mixture of centered and non-centered parameterizations to avoid the dreaded funnel degeneracies.

Exploration of the latent input space of a Progressive Growing GAN

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.

Text Summarization App

A web application that summarizing text down to an adjustable percentage of the the most important sentences.

Sudoku Solver

A web application that solves [Sudoku puzzles] using linear integer programming.

Creating a Streamlit web app, building with Docker + GitHub Actions, and hosting on Heroku

A step-by-step tutorial on creating a web application with Streamlit, building a Docker image with GitHub Actions, and hosting on Heroku.