autofragment.algorithms.ml_interface

Machine learning interface for fragmentation (Future).

Functions

extract_node_features(graph)

Extract per-node features for ML.

generate_training_data(systems, partitions)

Generate training data from expert fragmentations.

Classes

GNNFragmentationModel([hidden_dim, n_layers])

Graph Neural Network for fragmentation prediction.

MLFragmentationModel()

Abstract interface for ML-based fragmentation.