nvflare.app_opt.statistics.visualization.statistics_visualization module

class Visualization[source]

Bases: object

get_histogram_dataframes(data, display_format='sample_count', white_list_features=None) → Dict[source]

import_modules()[source]

show_dataframe_plots(feature_dfs, plot_type='both')[source]

show_histograms(data, display_format='sample_count', white_list_features=None, plot_type='both')[source]

show_stats(data, white_list_features=None)[source]

sum_counts_in_histogram(hist)[source]

convert_data(feature_metrics) → dict[source]