ncem.train.GridSearchContainer

class ncem.train.GridSearchContainer(source_path, gs_ids, lateral_resolution)

GridSearchContainer class.

Attributes

cv_keys

Return keys of cross-validation used in dictionaries in this class.

Methods

copy_best_model(gs_id[, dst, metric_select, …])	Copy best model.
get_best_model_id([subset_hyperparameters, …])	Get best model identifier.
get_info(model_id[, expected_pickle])	Get information of model.
load_gs([expected_pickle, …])	Load all metrics from grid search output files.
load_target_cell_evaluation([…])	Load all metrics from grid search output files of target cell evaluation.
plot_best_model_by_hyperparam(…[, …])	Plot best model by hyperparameter.
plot_target_cell_evaluation(metric_show, …)	Plot target cell evaluation.
select_cv(cv_idx)	Return key of of cross-validation selected with numeric index.