pm4py.discovery

The pm4py.discovery module contains the process discovery algorithms implemented in pm4py.

Functions

derive_minimum_self_distance(log[, ...])	Computes the minimum self-distance for each activity observed in an event log.
discover_batches(log[, merge_distance, ...])	Discovers batches from the provided log.
discover_bpmn_inductive(log[, ...])	Discovers a BPMN model using the Inductive Miner algorithm.
discover_declare(log[, allowed_templates, ...])	Discovers a DECLARE model from an event log.
discover_dfg(log[, activity_key, ...])	Discovers a Directly-Follows Graph (DFG) from a log.
discover_dfg_typed(log[, case_id_key, ...])	Discovers a typed Directly-Follows Graph (DFG) from a log.
discover_directly_follows_graph(log[, ...])
discover_eventually_follows_graph(log[, ...])	Generates the Eventually-Follows Graph from a log.
discover_footprints(*args)	Discovers the footprints from the provided event log or process model.
discover_heuristics_net(log[, ...])	Discovers a Heuristics Net.
discover_log_skeleton(log[, ...])	Discovers a Log Skeleton from an event log.
discover_performance_dfg(log[, ...])	Discovers a Performance Directly-Follows Graph from an event log.
discover_petri_net_alpha(log[, ...])	Discovers a Petri net using the Alpha Miner.
discover_petri_net_alpha_plus(log[, ...])	Discovers a Petri net using the Alpha+ algorithm.
discover_petri_net_heuristics(log[, ...])	Discovers a Petri net using the Heuristics Miner.
discover_petri_net_ilp(log[, alpha, ...])	Discovers a Petri net using the ILP Miner.
discover_petri_net_inductive(log[, ...])	Discovers a Petri net using the Inductive Miner algorithm.
discover_powl(log[, variant, ...])	Discovers a POWL (Partially Ordered Workflow Language) model from an event log.
discover_prefix_tree(log[, activity_key, ...])	Discovers a Prefix Tree from the provided log.
discover_process_tree_inductive(log[, ...])	Discovers a Process Tree using the Inductive Miner algorithm.
discover_temporal_profile(log[, ...])	Discovers a Temporal Profile from a log.
discover_transition_system(log[, direction, ...])	Discovers a Transition System from a log.