Live demos

Explorable explanations

Each demo runs in your browser — no servers. Move the parameters and watch the method apply.

Multiobjective optimization — efficient frontier

Real SMS-EMOA on a risk↔return portfolio with cardinality. Watch it converge and choose by your investor profile.

Decision trees (XAI) — credit approval

Real, readable C4.5: the prediction is a path. Explore depth, bloat/pruning and class imbalance (accuracy vs AUC).