#
# This file is part of TransportMaps.
#
# TransportMaps is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# TransportMaps 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 Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with TransportMaps. If not, see <http://www.gnu.org/licenses/>.
#
# Transport Maps Library
# Copyright (C) 2015-2018 Massachusetts Institute of Technology
# Uncertainty Quantification group
# Department of Aeronautics and Astronautics
#
# Author: Transport Map Team
# Website: transportmaps.mit.edu
# Support: transportmaps.mit.edu/qa/
#
from TransportMaps import deprecate
from TransportMaps.Distributions import *
__all__ = ["Density", "ParametricDensity",
"TransportMapDensity",
"PushForwardTransportMapDensity",
"PullBackTransportMapDensity",
'FrozenDensity_1d',
'GaussianDensity', 'StandardNormalDensity',
'LogNormalDensity', 'LogisticDensity',
'GammaDensity', 'BetaDensity',
'WeibullDensity',
'GumbelDensity', 'BananaDensity']
[docs]class Density(Distribution):
@deprecate("TransportMaps.Densities.Density", "1.0",
"Use TransportMaps.Distributions.Distribution instead")
def __init__(self, *args, **kwargs):
super(Density, self).__init__(*args, **kwargs)
[docs]class ParametricDensity(ParametricDistribution):
@deprecate("TransportMaps.Densities.ParametricDensity", "1.0",
"Use TransportMaps.Distributions.ParametricDistribution instead")
def __init__(self, *args, **kwargs):
super(ParametricDensity, self).__init__(*args, **kwargs)
[docs]class TransportMapDensity(TransportMapDistribution):
@deprecate("TransportMaps.Densities.TransportMapDensity", "1.0",
"Use TransportMaps.Distributions.TransportMapDistribution instead")
def __init__(self, *args, **kwargs):
super(TransportMapDensity, self).__init__(*args, **kwargs)
@property
[docs] def base_density(self):
return self.base_distribution
@base_density.setter
def base_density(self, value):
self.base_distribution = value
[docs]class PushForwardTransportMapDensity(PushForwardTransportMapDistribution):
@deprecate(
"TransportMaps.Densities.PushForwardTransportMapDensity", "1.0",
"Use TransportMaps.Distributions.PushForwardTransportMapDistribution instead")
def __init__(self, *args, **kwargs):
super(PushForwardTransportMapDensity, self).__init__(*args, **kwargs)
@property
[docs] def base_density(self):
return self.base_distribution
@base_density.setter
def base_density(self, value):
self.base_distribution = value
[docs]class PullBackTransportMapDensity(PullBackTransportMapDistribution):
@deprecate(
"TransportMaps.Densities.PullBackTransportMapDensity", "1.0",
"Use TransportMaps.Distributions.PullBackTransportMapDistribution instead")
def __init__(self, *args, **kwargs):
super(PullBackTransportMapDensity, self).__init__(*args, **kwargs)
@property
[docs] def base_density(self):
return self.base_distribution
@base_density.setter
def base_density(self, value):
self.base_distribution = value
# FROZEN DISTRIBUTIONS
[docs]class FrozenDensity_1d(FrozenDistribution_1d):
@deprecate("TransportMaps.Densities.FrozenDensity_1d", "1.0",
"Use TransportMaps.Distributions.FrozenDistribution_1d instead")
def __init__(self, *args, **kwargs):
super(FrozenDensity_1d, self).__init__(*args, **kwargs)
[docs]class GaussianDensity(GaussianDistribution):
@deprecate("TransportMaps.Densities.GaussianDensity", "1.0",
"Use TransportMaps.Distributions.GaussianDistribution instead")
def __init__(self, *args, **kwargs):
super(GaussianDensity, self).__init__(*args, **kwargs)
[docs]class StandardNormalDensity(StandardNormalDistribution):
@deprecate("TransportMaps.Densities.StandardNormalDensity", "1.0",
"Use TransportMaps.Distributions.StandardNormalDistribution instead")
def __init__(self, *args, **kwargs):
super(StandardNormalDensity, self).__init__(*args, **kwargs)
[docs]class LogNormalDensity(LogNormalDistribution):
@deprecate("TransportMaps.Densities.LogNormalDensity", "1.0",
"Use TransportMaps.Distributions.LogNormalDistribution instead")
def __init__(self, *args, **kwargs):
super(LogNormalDensity, self).__init__(*args, **kwargs)
[docs]class LogisticDensity(LogisticDistribution):
@deprecate("TransportMaps.Densities.LogisticDensity", "1.0",
"Use TransportMaps.Distributions.LogisticDistribution instead")
def __init__(self, *args, **kwargs):
super(LogisticDensity, self).__init__(*args, **kwargs)
[docs]class GammaDensity(GammaDistribution):
@deprecate("TransportMaps.Densities.GammaDensity", "1.0",
"Use TransportMaps.Distributions.GammaDistribution instead")
def __init__(self, *args, **kwargs):
super(GammaDensity, self).__init__(*args, **kwargs)
[docs]class BetaDensity(BetaDistribution):
@deprecate("TransportMaps.Densities.BetaDensity", "1.0",
"Use TransportMaps.Distributions.BetaDistribution instead")
def __init__(self, *args, **kwargs):
super(BetaDensity, self).__init__(*args, **kwargs)
[docs]class WeibullDensity(WeibullDistribution):
@deprecate("TransportMaps.Densities.WeibullDensity", "1.0",
"Use TransportMaps.Distributions.WeibullDistribution instead")
def __init__(self, *args, **kwargs):
super(WeibullDensity, self).__init__(*args, **kwargs)
[docs]class GumbelDensity(GumbelDistribution):
@deprecate("TransportMaps.Densities.GumbelDensity", "1.0",
"Use TransportMaps.Distributions.GumbelDistribution instead")
def __init__(self, *args, **kwargs):
super(GumbelDensity, self).__init__(*args, **kwargs)
[docs]class BananaDensity(BananaDistribution):
@deprecate("TransportMaps.Densities.BananaDensity", "1.0",
"Use TransportMaps.Distributions.BananaDistribution instead")
def __init__(self, *args, **kwargs):
super(BananaDensity, self).__init__(*args, **kwargs)