API reference

Auto-generated reference for the public surface of GraphNetz. The reference is organised by module so deep links stay stable as the package grows; the top-level convenience imports below cover everything you'll typically need.

Top-level convenience imports

Importable directly from graphnetz:

Models

GCN · GAT · GIN · GraphSAGE · GraphTransformer · DGI — see Models.

Datasets

CATEGORIES · Netz · download_all_networks_netz · list_datasets — see Datasets.

Benchmark

BENCHMARK_TASKS · BenchmarkReport · ModelSpec · Task · iter_benchmark_tasks · plot_benchmark · register_model · register_task · run_benchmark · task_from_dataset · unregister_task — see Benchmark.

Training utilities

train_node_classification · train_graph_classification · train_graph_regression · train_link_prediction · train_dgi · train_node_degree_regression · train_relational_link_prediction — see Training.

Plotting

figure · panel_label · plot_grouped_bars · plot_history · save_figure · set_plot_style — see Plotting.