Simulations

Bandit Fisher

A LinUCB agent learns to fish in real time. Watch exploration collapse into exploitation as the regret curve bends.

Notebook · Smoke Test

Python in the browser — numpy, pandas, scikit-learn, and matplotlib running via Pyodide, no server needed.