pm4py.algo.transformation.ocel.features package

PM4Py – A Process Mining Library for Python

Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or any later version.

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Subpackages

• pm4py.algo.transformation.ocel.features.events package
  • Submodules
  • pm4py.algo.transformation.ocel.features.events.algorithm module
    • Parameters
      • Parameters.ENABLE_ALL
      • Parameters.ENABLE_EVENT_ACTIVITY
      • Parameters.ENABLE_EVENT_TIMESTAMP
      • Parameters.ENABLE_EVENT_NUM_REL_OBJS
      • Parameters.ENABLE_EVENT_NUM_REL_OBJS_TYPE
      • Parameters.ENABLE_EVENT_STR_ATTRIBUTES
      • Parameters.ENABLE_EVENT_NUM_ATTRIBUTES
      • Parameters.ENABLE_EVENT_START_OT
      • Parameters.ENABLE_EVENT_END_OT
      • Parameters.ENABLE_NEW_INTERACTIONS
      • Parameters.ENABLE_RELATED_OBJECTS_FEATURES
    • apply()
    • transform_features_to_dict_dict()
  • pm4py.algo.transformation.ocel.features.events.event_activity module
    • apply()
  • pm4py.algo.transformation.ocel.features.events.event_end_ot module
    • apply()
  • pm4py.algo.transformation.ocel.features.events.event_num_attributes module
    • Parameters
      • Parameters.EVENT_NUM_ATTRIBUTES
    • apply()
  • pm4py.algo.transformation.ocel.features.events.event_num_rel_objs module
    • apply()
  • pm4py.algo.transformation.ocel.features.events.event_num_rel_objs_type module
    • apply()
  • pm4py.algo.transformation.ocel.features.events.event_start_ot module
    • apply()
  • pm4py.algo.transformation.ocel.features.events.event_str_attributes module
    • Parameters
      • Parameters.EVENT_STR_ATTRIBUTES
    • apply()
  • pm4py.algo.transformation.ocel.features.events.event_timestamp module
    • apply()
  • pm4py.algo.transformation.ocel.features.events.new_interactions module
    • apply()
  • pm4py.algo.transformation.ocel.features.events.related_objects_features module
    • apply()
• pm4py.algo.transformation.ocel.features.events_objects package
  • Submodules
  • pm4py.algo.transformation.ocel.features.events_objects.algorithm module
    • Parameters
      • Parameters.ENABLE_ALL_EO_FEATURES
      • Parameters.ENABLE_EVENT_POINTWISE_FEATURES
      • Parameters.ENABLE_PREFIX_FEATURES
    • apply()
  • pm4py.algo.transformation.ocel.features.events_objects.prefix_features module
    • Parameters
      • Parameters.ENABLE_ALL_PREFIX_FEATURES
      • Parameters.ENABLE_PREFIX_LENGTH
      • Parameters.ENABLE_PREFIX_TIMEDIFF
      • Parameters.ENABLE_PREFIX_ONE_HOT_ENCODING
    • apply()
• pm4py.algo.transformation.ocel.features.objects package
  • Submodules
  • pm4py.algo.transformation.ocel.features.objects.algorithm module
    • Parameters
      • Parameters.DEBUG
      • Parameters.ENABLE_ALL
      • Parameters.ENABLE_LIFECYCLE_METRICS
      • Parameters.ENABLE_OBJECT_LIFECYCLE_LENGTH
      • Parameters.ENABLE_OBJECT_LIFECYCLE_UNQ_ACT
      • Parameters.ENABLE_OBJECT_LIFECYCLE_DURATION
      • Parameters.ENABLE_OBJECT_DEGREE_CENTRALITY
      • Parameters.ENABLE_OBJECT_GENERAL_INTERACTION_GRAPH
      • Parameters.ENABLE_OBJECT_GENERAL_DESCENDANTS_GRAPH
      • Parameters.ENABLE_OBJECT_GENERAL_INHERITANCE_GRAPH
      • Parameters.ENABLE_OBJECT_COBIRTH_GRAPH
      • Parameters.ENABLE_OBJECT_CODEATH_GRAPH
      • Parameters.ENABLE_OBJECT_LIFECYCLE_ACTIVITIES
      • Parameters.ENABLE_OBJECT_LIFECYCLE_PATHS
      • Parameters.ENABLE_OBJECT_STR_ATTRIBUTES
      • Parameters.ENABLE_OBJECT_NUM_ATTRIBUTES
      • Parameters.ENABLE_OBJECT_INTERACTION_GRAPH_OT
      • Parameters.ENABLE_OBJECT_WORK_IN_PROGRESS
      • Parameters.ENABLE_RELATED_EVENTS_FEATURES
      • Parameters.ENABLE_RELATED_ACTIVITIES_FEATURES
      • Parameters.ENABLE_OBJ_CON_IN_GRAPH_FEATURES
      • Parameters.FILTER_PER_TYPE
    • apply()
    • transform_features_to_dict_dict()
  • pm4py.algo.transformation.ocel.features.objects.obj_con_in_graph_features module
    • Parameters
      • Parameters.GRAPH
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_cobirth_graph module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_codeath_graph module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_degree_centrality module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_general_descendants_graph module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_general_inheritance_graph module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_general_interaction_graph module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_lifecycle_activities module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_lifecycle_duration module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_lifecycle_length module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_lifecycle_paths module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_lifecycle_unq_act module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_num_attributes module
    • Parameters
      • Parameters.OBJECT_NUM_ATTRIBUTES
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_str_attributes module
    • Parameters
      • Parameters.OBJECT_STR_ATTRIBUTES
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.object_work_in_progress module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.objects_interaction_graph_ot module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.related_activities_features module
    • apply()
  • pm4py.algo.transformation.ocel.features.objects.related_events_features module
    • apply()