// the catalog
Single-file Python implementations of the algorithms that power modern AI. Most scripts train from scratch: some train one model and then run inference, others train alternative variants side by side and compare them, often running inference too. A few run untrained forward-pass mechanisms or non-learning algorithms; catalog.json records each script's kind. Read top-to-bottom like a tutorial.