pm4py.algo 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.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see this software project’s root or visit <https://www.gnu.org/licenses/>.

Website: https://processintelligence.solutions Contact: info@processintelligence.solutions

Subpackages

• pm4py.algo.analysis package
  • Subpackages
    • pm4py.algo.analysis.extended_marking_equation package
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      • Submodules
      • pm4py.algo.analysis.extended_marking_equation.algorithm module
    • pm4py.algo.analysis.marking_equation package
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      • Submodules
      • pm4py.algo.analysis.marking_equation.algorithm module
    • pm4py.algo.analysis.woflan package
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      • Submodules
      • pm4py.algo.analysis.woflan.algorithm module
    • pm4py.algo.analysis.workflow_net package
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      • Submodules
      • pm4py.algo.analysis.workflow_net.algorithm module
• pm4py.algo.anonymization package
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    • pm4py.algo.anonymization.pripel package
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      • Submodules
      • pm4py.algo.anonymization.pripel.algorithm module
    • pm4py.algo.anonymization.trace_variant_query package
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      • Submodules
      • pm4py.algo.anonymization.trace_variant_query.algorithm module
• pm4py.algo.clustering package
  • Subpackages
    • pm4py.algo.clustering.profiles package
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      • Submodules
      • pm4py.algo.clustering.profiles.algorithm module
    • pm4py.algo.clustering.trace_attribute_driven package
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      • Submodules
      • pm4py.algo.clustering.trace_attribute_driven.algorithm module
• pm4py.algo.comparison package
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    • pm4py.algo.comparison.petrinet package
      • Submodules
      • pm4py.algo.comparison.petrinet.element_usage_comparison module
• pm4py.algo.conformance package
  • Subpackages
    • pm4py.algo.conformance.alignments package
      • Subpackages
    • pm4py.algo.conformance.antialignments package
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      • Submodules
      • pm4py.algo.conformance.antialignments.algorithm module
    • pm4py.algo.conformance.declare package
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      • Submodules
      • pm4py.algo.conformance.declare.algorithm module
    • pm4py.algo.conformance.footprints package
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      • Submodules
      • pm4py.algo.conformance.footprints.algorithm module
    • pm4py.algo.conformance.log_skeleton package
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      • Submodules
      • pm4py.algo.conformance.log_skeleton.algorithm module
    • pm4py.algo.conformance.multialignments package
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      • Submodules
      • pm4py.algo.conformance.multialignments.algorithm module
    • pm4py.algo.conformance.temporal_profile package
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      • Submodules
      • pm4py.algo.conformance.temporal_profile.algorithm module
    • pm4py.algo.conformance.tokenreplay package
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      • Submodules
      • pm4py.algo.conformance.tokenreplay.algorithm module
• pm4py.algo.connectors package
  • Subpackages
    • pm4py.algo.connectors.util package
      • Submodules
      • pm4py.algo.connectors.util.mail module
    • pm4py.algo.connectors.variants package
      • Submodules
      • pm4py.algo.connectors.variants.camunda_workflow module
      • pm4py.algo.connectors.variants.chrome_history module
      • pm4py.algo.connectors.variants.firefox_history module
      • pm4py.algo.connectors.variants.github_repo module
      • pm4py.algo.connectors.variants.outlook_calendar module
      • pm4py.algo.connectors.variants.outlook_mail_extractor module
      • pm4py.algo.connectors.variants.sap_accounting module
      • pm4py.algo.connectors.variants.sap_o2c module
      • pm4py.algo.connectors.variants.windows_events module
  • Submodules
  • pm4py.algo.connectors.algorithm module
    • apply()
• pm4py.algo.decision_mining package
  • Submodules
  • pm4py.algo.decision_mining.algorithm module
    • Parameters
      • Parameters.ACTIVITY_KEY
      • Parameters.LABELS
    • create_data_petri_nets_with_decisions()
    • get_decision_tree()
    • apply()
    • get_decisions_table()
    • prepare_event_log()
    • prepare_attributes()
    • get_decision_points()
    • simplify_token_replay()
    • get_attributes()
    • encode_target()
• pm4py.algo.discovery package
  • Subpackages
    • pm4py.algo.discovery.alpha package
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      • Submodules
      • pm4py.algo.discovery.alpha.algorithm module
    • pm4py.algo.discovery.batches package
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      • Submodules
      • pm4py.algo.discovery.batches.algorithm module
    • pm4py.algo.discovery.causal package
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      • pm4py.algo.discovery.causal.algorithm module
    • pm4py.algo.discovery.correlation_mining package
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      • Submodules
      • pm4py.algo.discovery.correlation_mining.algorithm module
      • pm4py.algo.discovery.correlation_mining.util module
    • pm4py.algo.discovery.declare package
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      • Submodules
      • pm4py.algo.discovery.declare.algorithm module
      • pm4py.algo.discovery.declare.templates module
    • pm4py.algo.discovery.dfg package
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      • Submodules
      • pm4py.algo.discovery.dfg.algorithm module
      • pm4py.algo.discovery.dfg.replacement module
    • pm4py.algo.discovery.footprints package
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      • Submodules
      • pm4py.algo.discovery.footprints.algorithm module
    • pm4py.algo.discovery.heuristics package
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      • Submodules
      • pm4py.algo.discovery.heuristics.algorithm module
    • pm4py.algo.discovery.ilp package
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      • Submodules
      • pm4py.algo.discovery.ilp.algorithm module
    • pm4py.algo.discovery.inductive package
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      • Submodules
      • pm4py.algo.discovery.inductive.algorithm module
    • pm4py.algo.discovery.log_skeleton package
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      • Submodules
      • pm4py.algo.discovery.log_skeleton.algorithm module
      • pm4py.algo.discovery.log_skeleton.trace_skel module
    • pm4py.algo.discovery.minimum_self_distance package
      • Subpackages
      • Submodules
      • pm4py.algo.discovery.minimum_self_distance.algorithm module
      • pm4py.algo.discovery.minimum_self_distance.utils module
    • pm4py.algo.discovery.ocel package
      • Subpackages
    • pm4py.algo.discovery.performance_spectrum package
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      • Submodules
      • pm4py.algo.discovery.performance_spectrum.algorithm module
    • pm4py.algo.discovery.powl package
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      • Submodules
      • pm4py.algo.discovery.powl.algorithm module
    • pm4py.algo.discovery.temporal_profile package
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      • Submodules
      • pm4py.algo.discovery.temporal_profile.algorithm module
    • pm4py.algo.discovery.transition_system package
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      • Submodules
      • pm4py.algo.discovery.transition_system.algorithm module
• pm4py.algo.evaluation package
  • Subpackages
    • pm4py.algo.evaluation.earth_mover_distance package
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      • Submodules
      • pm4py.algo.evaluation.earth_mover_distance.algorithm module
    • pm4py.algo.evaluation.generalization package
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      • Submodules
      • pm4py.algo.evaluation.generalization.algorithm module
    • pm4py.algo.evaluation.precision package
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      • Submodules
      • pm4py.algo.evaluation.precision.algorithm module
      • pm4py.algo.evaluation.precision.utils module
    • pm4py.algo.evaluation.replay_fitness package
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      • Submodules
      • pm4py.algo.evaluation.replay_fitness.algorithm module
    • pm4py.algo.evaluation.simplicity package
      • Subpackages
      • Submodules
      • pm4py.algo.evaluation.simplicity.algorithm module
  • Submodules
  • pm4py.algo.evaluation.algorithm module
    • Parameters
      • Parameters.ACTIVITY_KEY
      • Parameters.PARAM_FITNESS_WEIGHT
      • Parameters.PARAM_PRECISION_WEIGHT
      • Parameters.PARAM_SIMPLICITY_WEIGHT
      • Parameters.PARAM_GENERALIZATION_WEIGHT
    • apply()
• pm4py.algo.filtering package
  • Subpackages
    • pm4py.algo.filtering.common package
      • Subpackages
      • Submodules
      • pm4py.algo.filtering.common.filtering_constants module
    • pm4py.algo.filtering.dfg package
      • Submodules
      • pm4py.algo.filtering.dfg.dfg_filtering module
    • pm4py.algo.filtering.log package
      • Subpackages
    • pm4py.algo.filtering.ocel package
      • Submodules
      • pm4py.algo.filtering.ocel.activity_type_matching module
      • pm4py.algo.filtering.ocel.event_attributes module
      • pm4py.algo.filtering.ocel.object_attributes module
      • pm4py.algo.filtering.ocel.objects_ot_count module
      • pm4py.algo.filtering.ocel.ot_endpoints module
    • pm4py.algo.filtering.pandas package
      • Subpackages
      • Submodules
      • pm4py.algo.filtering.pandas.pd_filtering_constants module
• pm4py.algo.label_splitting package
  • Subpackages
    • pm4py.algo.label_splitting.variants package
      • Submodules
      • pm4py.algo.label_splitting.variants.contextual module
  • Submodules
  • pm4py.algo.label_splitting.algorithm module
    • Variants
      • Variants.CONTEXTUAL
    • apply()
• pm4py.algo.merging package
  • Subpackages
    • pm4py.algo.merging.case_relations package
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      • Submodules
      • pm4py.algo.merging.case_relations.algorithm module
• pm4py.algo.organizational_mining package
  • Subpackages
    • pm4py.algo.organizational_mining.local_diagnostics package
      • Submodules
      • pm4py.algo.organizational_mining.local_diagnostics.algorithm module
    • pm4py.algo.organizational_mining.network_analysis package
      • Subpackages
      • Submodules
      • pm4py.algo.organizational_mining.network_analysis.algorithm module
    • pm4py.algo.organizational_mining.resource_profiles package
      • Subpackages
      • Submodules
      • pm4py.algo.organizational_mining.resource_profiles.algorithm module
    • pm4py.algo.organizational_mining.roles package
      • Subpackages
      • Submodules
      • pm4py.algo.organizational_mining.roles.algorithm module
    • pm4py.algo.organizational_mining.sna package
      • Subpackages
      • Submodules
      • pm4py.algo.organizational_mining.sna.algorithm module
      • pm4py.algo.organizational_mining.sna.util module
  • Submodules
  • pm4py.algo.organizational_mining.util module
    • Parameters
      • Parameters.RESOURCE_KEY
      • Parameters.ACTIVITY_KEY
      • Parameters.GROUP_KEY
    • get_groups_from_log()
    • get_res_act_from_log()
    • get_resources_from_log()
• pm4py.algo.querying package
  • Subpackages
    • pm4py.algo.querying.llm package
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• pm4py.algo.reduction package
  • Subpackages
    • pm4py.algo.reduction.process_tree package
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      • Submodules
      • pm4py.algo.reduction.process_tree.reducer module
• pm4py.algo.simulation package
  • Subpackages
    • pm4py.algo.simulation.montecarlo package
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      • Submodules
      • pm4py.algo.simulation.montecarlo.algorithm module
    • pm4py.algo.simulation.playout package
      • Subpackages
    • pm4py.algo.simulation.tree_generator package
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      • Submodules
      • pm4py.algo.simulation.tree_generator.algorithm module
• pm4py.algo.transformation package
  • Subpackages
    • pm4py.algo.transformation.log_to_features package
      • Subpackages
      • Submodules
      • pm4py.algo.transformation.log_to_features.algorithm module
    • pm4py.algo.transformation.log_to_interval_tree package
      • Subpackages
      • Submodules
      • pm4py.algo.transformation.log_to_interval_tree.algorithm module
    • pm4py.algo.transformation.log_to_target package
      • Subpackages
      • Submodules
      • pm4py.algo.transformation.log_to_target.algorithm module
    • pm4py.algo.transformation.log_to_trie package
      • Submodules
      • pm4py.algo.transformation.log_to_trie.algorithm module
    • pm4py.algo.transformation.ocel package
      • Subpackages