Posts

I contribute to R-Bloggers and RWeekly.

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.
Last updated on Jun 24, 2023 7 min read Programming
Type hinting a list subclass in Python with function overloading
Setting up Appwrite on DigitalOcean
A step-by-step tutorial on how to get a powerful backend system up and running on Digital Ocean.
Last updated on Jun 24, 2023 5 min read Applications
Appwrite DigitalOcean
Setting up Appwrite on DigitalOcean
Notes on 'Deep Work'
My notes on the book Deep Work by Cal Newport about how to maximize productivity and success on meaningful work.
Last updated on Jun 24, 2023 15 min read Productivity
Notes on 'Deep Work'
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.
Last updated on Jun 24, 2023 19 min read Programming
Notebook Betancourt's post PyMC3 discourse PyMC3 doc
Mixing centered and non-centered parameterizations in a hierarchical model with PyMC3
Conducting a Bayesian analysis with 'rstanarm' and publishing with 'distill'
A brief description of the tools and process behind my recent analysis of data from a study of the ‘Facial Feedback Hypothesis’.
Last updated on Jun 24, 2023 6 min read Programming
Project Source Website distill rstanarm
Conducting a Bayesian analysis with 'rstanarm' and publishing with 'distill'
Xcode Logger Notes
A few useful notes for using the logging system in Swift apps on Apple platforms.
Last updated on Jun 24, 2023 4 min read Swift, Programming
Xcode Logger Notes
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.
Last updated on Jun 24, 2023 9 min read Programming
GitHub Repo Web Application
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.
Josh Cook
Last updated on Jun 24, 2023 9 min read Data Analysis
Statistical Rethinking PyMC
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.
Josh Cook
Last updated on Jun 24, 2023 4 min read Programming
Example code DeepAI Image Colorization API
Colorize black-and-white photos
Riddler: Can You Beat MLB Recods?
A simple statistical solution to this Riddler accompanied by descriptive simulations.
Last updated on Jun 24, 2023 6 min read Programming
R Markdown Notebook Repository
Riddler: Can You Beat MLB Recods?