nlgm.visualize Module

nlgm.visualize.visualize_loss_trajectories(loss_trajectories)

Plot training loss trajectories for explored geometries.

Parameters:

loss_trajectorieslist

Loss trajectories, one sequence per explored geometry.

nlgm.visualize.visualize_optimization_trajectory(adjacency_matrix, signatures, evaluated_signatures)

Plot optimization trajectory on the graph search space.

Parameters:

adjacency_matrixnumpy.ndarray

Graph adjacency matrix.

signatureslist

Signatures corresponding to graph nodes.

evaluated_signatureslist

Signatures visited during optimization.

nlgm.visualize.visualize_validation_metrics(evaluated_metrics)

Plot validation metric values over optimization iterations.

Parameters:

evaluated_metricslist

Validation metric history.