Foundations
Reference explainers for the concepts that underpin modern ML systems. Each entry covers the math, the implementation, and the intuition — built to be bookmarked, not scrolled past.
Unlike blog posts, these are maintained over time as understanding deepens. Check the 'last updated' date on each.
The first series — Transformer Internals — is currently in progress. In the meantime, check out my blog posts on reinforcement learning and contextual bandits.