API Reference

This page details all public packages, subpackages, modules, classes and functions included in the VERONA library.

• verona.data package
  • verona.data.download module
    • get_available_datasets()
    • get_dataset()
  • verona.data.extractor module
    • get_prefixes_and_targets()
  • verona.data.results module
    • AvailableMetrics
      • AvailableMetrics.ActivitySuffix
      • AvailableMetrics.NextActivity
      • AvailableMetrics.NextTimestamp
      • AvailableMetrics.RemainingTime
    • MetricValue
      • MetricValue.parent
      • MetricValue.value
    • MissingResultStrategy
      • MissingResultStrategy.DELETE_APPROACH
      • MissingResultStrategy.DELETE_DATASET
      • MissingResultStrategy.NONE
    • load_results_hierarchical()
    • load_results_non_hierarchical()
    • load_results_plackett_luce()
  • verona.data.split module
    • make_crossvalidation()
    • make_holdout()
    • make_temporal_split()
  • verona.data.statistics module
    • get_activities_list()
    • get_avg_duration_case()
    • get_avg_duration_event()
    • get_avg_len_case()
    • get_count_variants()
    • get_max_duration_case()
    • get_max_duration_event()
    • get_max_len_case()
    • get_min_duration_case()
    • get_min_duration_event()
    • get_min_len_case()
    • get_num_activities()
    • get_num_cases()
    • get_num_values()
    • get_num_variants()
    • get_values_list()
  • verona.data.utils module
    • DataFrameFields
      • DataFrameFields.ACTIVITY_COLUMN
      • DataFrameFields.CASE_COLUMN
      • DataFrameFields.RESOURCE_COLUMN
      • DataFrameFields.TIMESTAMP_COLUMN
    • XesFields
      • XesFields.ACTIVITY_COLUMN
      • XesFields.CASE_COLUMN
      • XesFields.LIFECYCLE_COLUMN
      • XesFields.RESOURCE_COLUMN
      • XesFields.TIMESTAMP_COLUMN
    • categorize_attribute()
    • get_aggregation_representation()
    • get_labels_from_onehot()
    • get_onehot_representation()
    • read_eventlog()
    • sort_dataset()
    • sort_events()
    • unify_activity_and_lifecycle()
• verona.evaluation package
  • verona.evaluation.metrics package
    • verona.evaluation.metrics.event module
      • get_accuracy()
      • get_brier_loss()
      • get_f1_score()
      • get_fbeta()
      • get_mcc()
      • get_precision()
      • get_recall()
    • verona.evaluation.metrics.suffix module
      • get_damerau_levenshtein_score()
    • verona.evaluation.metrics.time module
      • get_mae()
      • get_mse()
    • verona.evaluation.metrics.utils module
      • get_metric_by_prefix_len()
  • verona.evaluation.stattests package
    • verona.evaluation.stattests.correlated_t_test module
      • BayesianTTestResult
      • CorrelatedBayesianTTest
    • verona.evaluation.stattests.hierarchical module
      • BayesianHierarchicalResults
      • HierarchicalBayesianTest
    • verona.evaluation.stattests.plackettluce module
      • PlackettLuceRanking
      • PlackettLuceResults
    • verona.evaluation.stattests.signed_rank module
      • BayesianSignedRankTest
      • BayesianSignedRankTestResult
• verona.visualization package
  • verona.visualization.metrics module
    • bar_plot_metric()
    • box_plot_metric()
    • error_plot_metric()
    • line_plot_metric()
    • plot_metric_by_prefixes_len()
  • verona.visualization.stattests module
    • plot_posteriors_plackett()