Personal notes on Bits, Bytes and Bots
You don’t need a framework to start evaluating model output. A spreadsheet-sized rubric and twenty lines of Python get you surprisingly far.
A quick tour of R’s built-in airquality data with dplyr-free base R and ggplot2, plus a branded theme you can reuse.
How flow fields work, built up step by step in NumPy and matplotlib: the field, one particle, thousands of particles, smoother noise and a few variations.
Most decisions are two-way doors. Treat them that way and your team moves faster, and learns more.
Quarto notebooks, frozen results, GitHub Actions and Netlify. The whole pipeline in one picture.
A scrapbook of generative experiments with particle simulations and d3-force: dunes, trees, hairballs and falling particles.
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