Quickstart
==========

Launch the dashboard:

.. code-block:: bash

   python dashboard/app.py

Open http://localhost:8050. Navigate to the **Evolve** page to train a GNN on real market data.

Programmatic usage:

.. code-block:: python

   from scr_financial.abm.simulation import BankingSystemSimulation
   from scr_financial.network.spectral import compute_laplacian, eigendecomposition
   from scr_financial.ml.gnn_predictor import GNNPredictor

   sim = BankingSystemSimulation()
   sim.setup_banks()
   sim.run_simulation(100)

   adj = sim.get_adjacency_matrix()
   L = compute_laplacian(adj, normalized=True)
   eigenvalues, eigenvectors = eigendecomposition(L)