Turns relative imports into absolute ones

example/Reliability/SubsetSimulation/Example3/Rosenbrock.py

@@ -1,5 +1,5 @@
 from UQpy.Distributions import DistributionND
-
+import numpy as np
 
 class Rosenbrock(DistributionND):
     def __init__(self, p=20.):

src/UQpy/DimensionReduction/DiffusionMaps.py

@@ -6,14 +6,14 @@
 from sklearn.preprocessing import normalize
 from UQpy.Utilities import *
 import functools
-from .Grassmann import Grassmann
+from UQpy.DimensionReduction.Grassmann import Grassmann
 
 import scipy.sparse as sps
 import scipy.sparse.linalg as spsl
 import scipy.spatial.distance as sd
 from scipy.interpolate import LinearNDInterpolator
-from ..Utilities import _nn_coord
-from ..Surrogates import Kriging
+from UQpy.Utilities import _nn_coord
+from UQpy.Surrogates.Kriging import Kriging
 
 ########################################################################################################################
 ########################################################################################################################

src/UQpy/DimensionReduction/DirectPOD.py

@@ -1,5 +1,5 @@
 import numpy as np
-from .baseclass import POD
+from UQpy.DimensionReduction.baseclass import POD
 
 ########################################################################################################################
 ########################################################################################################################

src/UQpy/DimensionReduction/Grassmann.py

@@ -3,15 +3,15 @@
 
 import numpy as np
 from sklearn.preprocessing import normalize
-from ..Utilities import *
+from UQpy.Utilities import *
 import functools
 
 import scipy.sparse as sps
 import scipy.sparse.linalg as spsl
 import scipy.spatial.distance as sd
 from scipy.interpolate import LinearNDInterpolator
 
-from ..Surrogates import Kriging
+from UQpy.Surrogates import Kriging
 
 
 ########################################################################################################################

src/UQpy/DimensionReduction/HOSVD.py

@@ -1,5 +1,5 @@
 import numpy as np
-from .baseclass import POD
+from UQpy.DimensionReduction.baseclass import POD
 
 ########################################################################################################################
 ########################################################################################################################

src/UQpy/DimensionReduction/SnapshotPOD.py

@@ -1,5 +1,5 @@
 import numpy as np
-from .baseclass import POD
+from UQpy.DimensionReduction.baseclass import POD
 
 ########################################################################################################################
 ########################################################################################################################

src/UQpy/DimensionReduction/__init__.py

@@ -33,11 +33,11 @@
 
 """
 
-from .DiffusionMaps import DiffusionMaps
-from .Grassmann import Grassmann
-from .DirectPOD import DirectPOD
-from .SnapshotPOD import SnapshotPOD
-from .HOSVD import HOSVD
+from UQpy.DimensionReduction.DiffusionMaps import DiffusionMaps
+from UQpy.DimensionReduction.Grassmann import Grassmann
+from UQpy.DimensionReduction.DirectPOD import DirectPOD
+from UQpy.DimensionReduction.SnapshotPOD import SnapshotPOD
+from UQpy.DimensionReduction.HOSVD import HOSVD
 
 
 

src/UQpy/DimensionReduction/baseclass/__init__.py

@@ -1,3 +1,3 @@
 """Collection of baseclasses"""
-from .POD import POD
+from UQpy.DimensionReduction.baseclass.POD import POD
 

src/UQpy/Distributions/__init__.py

@@ -36,9 +36,9 @@
 
 # pylint: disable=wildcard-import
 
-from .baseclass import *
-from .copulas import *
-from .collection import *
+from UQpy.Distributions.baseclass import *
+from UQpy.Distributions.copulas import *
+from UQpy.Distributions.collection import *
 
 from . import (
     baseclass, copulas, collection

src/UQpy/Distributions/baseclass/Copula.py

@@ -1,6 +1,3 @@
-from types import MethodType
-import numpy as np
-import scipy.stats as stats
 ########################################################################################################################
 #        Copulas
 ########################################################################################################################

src/UQpy/Distributions/baseclass/Distribution.py

@@ -1,7 +1,3 @@
-from types import MethodType
-import numpy as np
-import scipy.stats as stats
-
 ########################################################################################################################
 #        Define the probability distribution of the random parameters
 ########################################################################################################################

src/UQpy/Distributions/baseclass/DistributionContinuous1D.py

@@ -1,8 +1,7 @@
-from types import MethodType
 import numpy as np
 import scipy.stats as stats
+from UQpy.Distributions.baseclass.Distribution import Distribution
 
-from .Distribution import Distribution
 
 class DistributionContinuous1D(Distribution):
     """

src/UQpy/Distributions/baseclass/DistributionDiscrete1D.py

@@ -1,8 +1,6 @@
-from types import MethodType
 import numpy as np
 import scipy.stats as stats
-
-from .Distribution import Distribution
+from UQpy.Distributions.baseclass.Distribution import Distribution
 
 ########################################################################################################################
 #        Univariate Discrete Distributions

src/UQpy/Distributions/baseclass/DistributionND.py

@@ -1,7 +1,4 @@
-from types import MethodType
 import numpy as np
-import scipy.stats as stats
-
 from .Distribution import Distribution
 
 ########################################################################################################################

src/UQpy/Distributions/baseclass/__init__.py

@@ -1,7 +1,7 @@
 """Collection of baseclasses."""
-from .Distribution import Distribution
-from .DistributionContinuous1D import DistributionContinuous1D
-from .DistributionDiscrete1D import DistributionDiscrete1D
-from .DistributionND import DistributionND
-from .Copula import Copula
+from UQpy.Distributions.baseclass.Distribution import Distribution
+from UQpy.Distributions.baseclass.DistributionContinuous1D import DistributionContinuous1D
+from UQpy.Distributions.baseclass.DistributionDiscrete1D import DistributionDiscrete1D
+from UQpy.Distributions.baseclass.DistributionND import DistributionND
+from UQpy.Distributions.baseclass.Copula import Copula
 

src/UQpy/Distributions/collection/__init__.py

@@ -1,24 +1,24 @@
 """Distributions module."""
-from .beta import Beta
-from .binomial import Binomial
-from .cauchy import Cauchy
-from .chi_square import ChiSquare
-from .exponential import Exponential
-from .gamma import Gamma
-from .gen_extreme import GenExtreme
-from .inverse_gauss import InvGauss
-from .laplace import Laplace
-from .levy import Levy
-from .logistic import Logistic
-from .lognormal import Lognormal
-from .maxwell import Maxwell
-from .multinomial import Multinomial
-from .mvnormal import MVNormal
-from .normal import Normal
-from .pareto import Pareto
-from .poisson import Poisson
-from .rayleigh import Rayleigh
-from .truncated_normal import TruncNorm
-from .uniform import Uniform
-from .joint_ind import JointInd
-from .joint_copula import JointCopula
+from UQpy.Distributions.collection.beta import Beta
+from UQpy.Distributions.collection.binomial import Binomial
+from UQpy.Distributions.collection.cauchy import Cauchy
+from UQpy.Distributions.collection.chi_square import ChiSquare
+from UQpy.Distributions.collection.exponential import Exponential
+from UQpy.Distributions.collection.gamma import Gamma
+from UQpy.Distributions.collection.gen_extreme import GenExtreme
+from UQpy.Distributions.collection.inverse_gauss import InvGauss
+from UQpy.Distributions.collection.laplace import Laplace
+from UQpy.Distributions.collection.levy import Levy
+from UQpy.Distributions.collection.logistic import Logistic
+from UQpy.Distributions.collection.lognormal import Lognormal
+from UQpy.Distributions.collection.maxwell import Maxwell
+from UQpy.Distributions.collection.multinomial import Multinomial
+from UQpy.Distributions.collection.mvnormal import MVNormal
+from UQpy.Distributions.collection.normal import Normal
+from UQpy.Distributions.collection.pareto import Pareto
+from UQpy.Distributions.collection.poisson import Poisson
+from UQpy.Distributions.collection.rayleigh import Rayleigh
+from UQpy.Distributions.collection.truncated_normal import TruncNorm
+from UQpy.Distributions.collection.uniform import Uniform
+from UQpy.Distributions.collection.joint_ind import JointInd
+from UQpy.Distributions.collection.joint_copula import JointCopula

src/UQpy/Distributions/collection/beta.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Beta(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/binomial.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionDiscrete1D
+from UQpy.Distributions.baseclass import DistributionDiscrete1D
 
 class Binomial(DistributionDiscrete1D):
     """

src/UQpy/Distributions/collection/cauchy.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Cauchy(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/chi_square.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class ChiSquare(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/exponential.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Exponential(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/gamma.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Gamma(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/gen_extreme.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class GenExtreme(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/inverse_gauss.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class InvGauss(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/joint_copula.py

@@ -1,9 +1,8 @@
 from types import MethodType
 import numpy as np
-import scipy.stats as stats
 
-from ..baseclass import Copula
-from ..baseclass import DistributionContinuous1D, DistributionND, DistributionDiscrete1D
+from UQpy.Distributions.baseclass import Copula
+from UQpy.Distributions.baseclass import DistributionContinuous1D, DistributionND, DistributionDiscrete1D
 
 
 ########################################################################################################################

src/UQpy/Distributions/collection/joint_ind.py

@@ -1,8 +1,6 @@
 from types import MethodType
 import numpy as np
-import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D, DistributionND, DistributionDiscrete1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D, DistributionND, DistributionDiscrete1D
 
 
 ########################################################################################################################

src/UQpy/Distributions/collection/laplace.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Laplace(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/levy.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Levy(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/logistic.py

@@ -1,8 +1,6 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
 
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Logistic(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/lognormal.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Lognormal(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/maxwell.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Maxwell(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/multinomial.py

@@ -1,8 +1,6 @@
-from types import MethodType
 import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionND
+from UQpy.Distributions.baseclass import DistributionND
 
 class Multinomial(DistributionND):
     """

src/UQpy/Distributions/collection/mvnormal.py

@@ -1,8 +1,6 @@
-from types import MethodType
 import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionND
+from UQpy.Distributions.baseclass import DistributionND
 
 class MVNormal(DistributionND):
     """

src/UQpy/Distributions/collection/normal.py

@@ -1,8 +1,6 @@
-from types import MethodType
 import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Normal(DistributionContinuous1D):
     """

src/UQpy/Distributions/collection/pareto.py

@@ -1,8 +1,5 @@
-from types import MethodType
-import numpy as np
 import scipy.stats as stats
-
-from ..baseclass import DistributionContinuous1D
+from UQpy.Distributions.baseclass import DistributionContinuous1D
 
 class Pareto(DistributionContinuous1D):
     """