Machine Learning

Surprise! A derivation of entropy

(Updated: Jan 5, 2026), Dec 4, 2025 | 14 min read
Categories: Machine Learning, Computer Science,
Tags: Machine Learning,

I explain entropy to myself

Escaping Echochambers

(Updated: Dec 4, 2025), Oct 20, 2017 | 11 min read
Categories: Machine Learning,
Tags: Machine Learning, Principal Component Analysis, Visualization,

Helping fix aircraft - from NLP to Bayes Nets

(Updated: Apr 27, 2025), Oct 25, 2023 | 9 min read
Categories: Developer,
Tags: Machine Learning, Nlp,

NLP to help aircraft mechanics reason about maintenance actions

AI+Building Energy Modeling: IBPSA SimBuild 2024 Notes

(Updated: Apr 27, 2025), Jun 2, 2024 | 7 min read
Categories: Engineering,
Tags: Buildings, Llm, Machine Learning,

Notes from attending the SimBuild conference, especially sessions on data science and modeling.