pm4py.objects.random_variables.lognormal package

Submodules

pm4py.objects.random_variables.lognormal.random_variable 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.objects.random_variables.lognormal.random_variable.LogNormal(s=1, loc=0, scale=1)

Bases: pm4py.objects.random_variables.basic_structure.BasicStructureRandomVariable

Describes a normal variable

calculate_loglikelihood(values)

Calculate log likelihood

Parameters:values – Empirical values to work on Returns:Log likelihood that the values follows the distribution Return type:likelihood

calculate_parameters(values)

Calculate parameters of the current distribution

Parameters:values – Empirical values to work on

get_distribution_parameters()

Get a string representing distribution parameters

Returns:String representing distribution parameters Return type:distribution_parameters

get_distribution_type()

Get current distribution type

Returns:String representing the distribution type Return type:distribution_type

get_value()

Get a random value following the distribution

Returns:Value obtained following the distribution Return type:value

read_from_string(distribution_parameters)

Initialize distribution parameters from string

Parameters:distribution_parameters – Current distribution parameters as exported on the Petri net

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/>.