graphorge.gnn_base_model.train.cross_validation

Cross-validation of Graph Neural Network model.

Functions

kfold_cross_validation

k-fold cross validation of Graph Neural Network model.

write_cross_validation_summary_file

Write summary data file for model cross-validation process.

Functions

kfold_cross_validation(cross_validation_dir, ...)	k-fold cross validation of Graph Neural Network model.
make_directory(directory[, is_overwrite])	Create a directory.
predict(dataset, model_directory[, model, ...])	Make predictions with Graph Neural Network model for given dataset.
train_model(n_max_epochs, dataset, ...[, ...])	Training of Graph Neural Network model.
write_cross_validation_summary_file(...)	Write summary data file for model cross-validation process.
write_summary_file(summary_directory[, ...])	Write summary data file with provided keyword-based parameters.