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

How to fit a spline using the Bayesian modeling framework PyMC3.

How to use DeepAI’s Image Colorization API to colorize black-and-white photos using Python.

A simple statistical solution to this Riddler accompanied by descriptive simulations.

I present a breif take on Dr. Silge’s Uncanny X-Men analysis using Bayesian methods.

Using simulation in R to solve this directionally-discombobulating puzzle.

How I used graph theory in R to solve a mathematical corn maze.

I used simulations in R to solve this Riddler about how long it takes for confuded ducks to find each other in a pond.

I used simulation with to approximate the solution an older Riddler. I used an gradient descent-like method to gradually narrow in on a precise estimate.

I used graphs to solve this weeks Riddler to find the difference in shortest paths resulting from a change to the sidewalk layout of Riddler City.