Python

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

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.