Posts

I contribute to R-Bloggers and RWeekly.

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

Fitting a spline with PyMC3

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

Colorize black-and-white photos

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

Riddler: Can You Beat MLB Recods?

A simple statistical solution to this Riddler accompanied by descriptive simulations.
Riddler: Can You Beat MLB Recods?

Uncanny X-Men: Bayesian take on Dr. Silge’s analysis

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

Riddler: Can You Just Keep Turning?

Using simulation in R to solve this directionally-discombobulating puzzle.
Riddler: Can You Just Keep Turning?

Riddler: Can you solve the not-so-corn maze?

How I used graph theory in R to solve a mathematical corn maze.
Riddler: Can you solve the not-so-corn maze?

Riddler: Can You Track The Delirious Ducks?

I used simulations in R to solve this Riddler about how long it takes for confuded ducks to find each other in a pond.
Riddler: Can You Track The Delirious Ducks?

Riddler: Can You Roll The Perfect Bowl?

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.
Riddler: Can You Roll The Perfect Bowl?

Riddler: Can You Solve This Rather Pedestrian Puzzle?

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.
Riddler: Can You Solve This Rather Pedestrian Puzzle?