pm4py.algo.discovery.causal package

Subpackages

• pm4py.algo.discovery.causal.variants package
  • Submodules
  • pm4py.algo.discovery.causal.variants.alpha module
  • pm4py.algo.discovery.causal.variants.heuristic module
  • Module contents

Submodules

pm4py.algo.discovery.causal.algorithm module

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.

class pm4py.algo.discovery.causal.algorithm.Variants

Bases: enum.Enum

An enumeration.

CAUSAL_ALPHA = <module 'pm4py.algo.discovery.causal.variants.alpha' from '/home/docs/checkouts/readthedocs.org/user_builds/pm4py-source/checkouts/stable/pm4py/algo/discovery/causal/variants/alpha.py'>

CAUSAL_HEURISTIC = <module 'pm4py.algo.discovery.causal.variants.heuristic' from '/home/docs/checkouts/readthedocs.org/user_builds/pm4py-source/checkouts/stable/pm4py/algo/discovery/causal/variants/heuristic.py'>

pm4py.algo.discovery.causal.algorithm.apply(dfg: Dict[Tuple[str, str], int], variant=<Variants.CAUSAL_ALPHA: <module 'pm4py.algo.discovery.causal.variants.alpha' from '/home/docs/checkouts/readthedocs.org/user_builds/pm4py-source/checkouts/stable/pm4py/algo/discovery/causal/variants/alpha.py'>>) → Dict[Tuple[str, str], int]

Computes the causal relation on the basis of a given directly follows graph.

Parameters:

• dfg – Directly follows graph

• variant –

  Variant of the algorithm to use:

  • Variants.CAUSAL_ALPHA
  • Variants.CAUSAL_HEURISTIC

Returns:

dict

Return type:

causal relations

Module contents

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.