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.
Full documentation of PM4Py is available at http://pm4py.org/
A very simple example, to whet your appetite:
import pm4py
log = pm4py.read_xes('<path_to_xes_file>')
process_model = pm4py.discover_bpmn_inductive(log)
pm4py.view_bpmn(process_model)PM4Py can be installed on Python 3.7.x / 3.8.x / 3.9.x by doing:
pip install -U pm4py
We track all changes in our CHANGELOG file.
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.
