Small, beautiful, self-contained explorers for the big machine-learning ideas. Each one runs right in your browser — perfect for a projector. More are on the way.
Spin a wheel many times and watch the odds settle toward the truth — the law of large numbers, and why more data helps an AI learn.
Roll a ball down a loss valley to the lowest point — and see how the “speed” (learning rate) makes or breaks the journey. The engine of training.
Drop a few centers and step the algorithm — watch them walk into the natural groups all on their own, with no labels at all.
Drop a mystery fruit and watch its closest neighbors vote on what it is — the simplest way a machine makes a decision.
Drag a line through the dots and watch the total “wrongness” shrink — the heart of predicting numbers with regression.
Click a word and watch it decide which earlier words to pay attention to — the big idea behind transformers and modern chatbots.