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PM4Py

PM4Py is a python library that supports (state-of-the-art) process mining algorithms in python. It is completely open source and intended to be used in both academia and industry projects. PM4Py is a product of the Fraunhofer Institute for Applied Information Technology.

Documentation / API

Full documentation of PM4Py is available at http://pm4py.org/

First Example

A very simple example, to whet your appetite:

import pm4py

log = pm4py.read_xes('<path-to-xes-log-file.xes>')

process_model, initial_marking, final_marking = pm4py.discover_petri_net_inductive(log)

pm4py.view_petri_net(process_model, initial_marking, final_marking, format="svg")

Installation

PM4Py can be installed on Python 3.6.x / 3.7.x / 3.8.x by doing: pip install -U pm4py

Change Log

We track all changes in our CHANGELOG file.

Third Party Dependencies

As scientific library in the Python ecosystem, we rely on external libraries to offer our features. Please check the README.THIRD_PARTY.md file in order to know the dependencies and their license.