Python

Working in a ‘uv’ Workspace brings complication and overhead, but here I provide four real-life use cases that this mono-repo style makes more manageable.

In persuit of the out-of-stock Colter Thorofare Net, I quickly created a GitHub Action to email me when it appeared back in-stock.

This is a short post to introduce a tool for Jupyter notebooks called ‘watermark.’ I use it to add metadata about the execution environment to my notebooks with a simple IPython magic command.

This is a description of how I use Python in my data analyses, a system that has evolved over 7 years of a computational biology Ph.D. and working in industry.

Spreading out computation is made simple in Python with the built-in multiprocessing module. Yet, it is not immediately obvious how to effectively portray the completion status in a progress bar. In this brief tutorial, I demonstrate how to easily and accurately display the progress of a multiprocessing pool.

In the course of my work, I stumbled across a misconception I had about the Final type annotation. I perceived it to mean that the annotated object should not be mutated. In this post, I demonstrate how this is an incorrect understanding of the Final type hint and a better solution to get help from the type checker in these situations.

A simple tutorial for getting up and running with LLMs running on your local computer.

A simple introduction to generic type hints in Python and how to use them in classes.