Machine Learning Studio
Interactive Algorithm Atlas

Machine learning you can poke.

The same 21 points, solved four different ways. Click anywhere on it to add a point of your own and watch every method disagree about what you just did.

42 concepts · every number editable · zero static diagrams

Click anywhere to add a point
Now running k-means clustering

Every point joins its nearest centre; every centre moves to the average of its points.

Start with a question

Six things that are stranger than they sound

Each one is a page where the surprise is the point — the algorithm does something you did not expect, and the reason is visible on screen.

Or follow the syllabus

Five tracks, start to finish

Each track runs in order and every page links to the next, so the whole thing can be read straight through.

Everything

The full index

All 42 concepts. The sidebar carries the same list on every page, and ⌘K searches it from anywhere.