pm4py.discovery

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

Functions

derive_minimum_self_distance(log[, ...])	This algorithm computes the minimum self-distance for each activity observed in an event log.
discover_batches(log[, merge_distance, ...])	Discover batches from the provided log object
discover_bpmn_inductive(log[, ...])	Discovers a BPMN 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 Directly-Follows Graph (DFG) from a log.
discover_directly_follows_graph(log[, ...])
discover_eventually_follows_graph(log[, ...])	Gets the eventually follows graph from a log object.
discover_footprints(*args)	Discovers the footprints out of the provided event log / process model
discover_heuristics_net(log[, ...])	Discovers an 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[, ...])	Discover 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 model from an event log.
discover_prefix_tree(log[, activity_key, ...])	Discovers a prefix tree from the provided log object.
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 object.
discover_transition_system(log[, direction, ...])	Discovers a transition system as described in the process mining book "Process Mining: Data Science in Action"