process-intelligence-solutions/pm4py

Health v2 · maintenance only

Adoption not part of the score

1019 stars · 357 forks observed · 2026-09-01

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

PM4Py is an open-source Python library implementing state-of-the-art process mining algorithms for analyzing event logs and business processes. It supports process discovery, conformance checking, and performance analysis, and is used in both academia and industry.

Use cases

• discover process models from event logs
• read and analyze XES event log files
• check conformance of real processes against a model
• find bottlenecks in business processes
• convert event logs to BPMN or Petri net models
• analyze process variants and performance

When to choose

• you need programmatic process mining in Python
• you work with XES or CSV event logs from information systems
• you want open-source process discovery and conformance checking algorithms
• you are doing academic research on business processes

When to avoid

• you need a no-code graphical process mining tool for business users
• you require a permissive license for closed-source commercial use (AGPL-3.0 applies)
• your data is not event-log shaped

Facets

library · maturity stable

data-science machine-learning analytics data-visualization parser data-science analytics python cross-platform process-mining event-logs xes bpmn petri-nets conformance-checking process-discovery automation business-process-mining

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