bfgn.reporting package¶

Subpackages¶

bfgn.reporting.visualizations package

Submodules¶

bfgn.reporting.comparisons module¶

bfgn.reporting.comparisons.create_model_comparison_report(filepath_out, dirs_histories=None, paths_histories=None)[source]¶

Return type: None

bfgn.reporting.comparisons.walk_directories_for_model_histories(directories)[source]¶

Return type: List[str]

bfgn.reporting.comparisons.plot_model_loss_comparison(model_histories)[source]¶

Return type: List[Figure]

bfgn.reporting.comparisons.plot_model_timing_comparison(model_histories)[source]¶

Return type: List[Figure]

bfgn.reporting.reports module¶

class bfgn.reporting.reports.Reporter(data_container, experiment, config)[source]¶

Bases: object

data_container = None¶

experiment = None¶

create_model_report()[source]¶

Return type: None

plot_confusion_matrix(sampled)[source]¶

Return type: List[Figure]

plot_model_summary()[source]¶

Return type: List[Figure]

plot_model_history()[source]¶

Return type: List[Figure]

plot_log_warnings_and_errors()[source]¶

Return type: List[Figure]

plot_network_feature_progression(sampled, compact, max_pages=None, max_filters=None)[source]¶

Return type: List[Figure]

plot_samples(sampled, max_pages=None, max_samples_per_page=None, max_features_per_page=None, max_responses_per_page=None)[source]¶

Return type: List[Figure]

plot_sample_histograms(sampled, max_responses_per_page=None)[source]¶

Return type: List[Figure]

plot_regression_deviation(train_sampled, val_sampled=None)[source]¶

Return type: List[Figure]

parity_plot(pred_Y, test_Y, ax, response_ind, bins=200, bounds=[])[source]¶

plot_spatial_error(sampled, max_pages=None, max_responses_per_page=None)[source]¶

Return type: List[Figure]

plot_classification_report(sampled)[source]¶

Return type: List[Figure]

bfgn.reporting.samples module¶

class bfgn.reporting.samples.Samples(data_sequence, model, config, is_model_trained, feature_band_types, response_band_types, data_sequence_label=None)[source]¶