# This file was automatically generated by SWIG (https://www.swig.org).
# Version 4.4.1
#
# Do not make changes to this file unless you know what you are doing - modify
# the SWIG interface file instead.


import collections

from sys import version_info as _version_info
if _version_info < (3, 7, 0):
    raise RuntimeError("Python 3.7 or later required")

from . import _ITKCommonPython


from . import _ITKImageStatisticsPython



from sys import version_info as _swig_python_version_info
# Import the low-level C/C++ module
if getattr(globals().get("__spec__"), "parent", None) or __package__ or "." in __name__:
    from . import _itkImagePCAShapeModelEstimatorPython
else:
    import _itkImagePCAShapeModelEstimatorPython

try:
    import builtins as __builtin__
except ImportError:
    import __builtin__

def _swig_repr(self):
    try:
        strthis = "proxy of " + self.this.__repr__()
    except __builtin__.Exception:
        strthis = ""
    return "<%s.%s; %s >" % (self.__class__.__module__, self.__class__.__name__, strthis,)


def _swig_setattr_nondynamic_instance_variable(set):
    def set_instance_attr(self, name, value):
        if name == "this":
            set(self, name, value)
        elif name == "thisown":
            self.this.own(value)
        elif hasattr(self, name) and isinstance(getattr(type(self), name), property):
            set(self, name, value)
        else:
            raise AttributeError("You cannot add instance attributes to %s" % self)
    return set_instance_attr


def _swig_setattr_nondynamic_class_variable(set):
    def set_class_attr(cls, name, value):
        if hasattr(cls, name) and not isinstance(getattr(cls, name), property):
            set(cls, name, value)
        else:
            raise AttributeError("You cannot add class attributes to %s" % cls)
    return set_class_attr


def _swig_add_metaclass(metaclass):
    """Class decorator for adding a metaclass to a SWIG wrapped class - a slimmed down version of six.add_metaclass"""
    def wrapper(cls):
        return metaclass(cls.__name__, cls.__bases__, cls.__dict__.copy())
    return wrapper


class _SwigNonDynamicMeta(type):
    """Meta class to enforce nondynamic attributes (no new attributes) for a class"""
    __setattr__ = _swig_setattr_nondynamic_class_variable(type.__setattr__)


if _swig_python_version_info[0:2] >= (3, 3):
    import collections.abc
else:
    import collections

import itk.itkImageShapeModelEstimatorBasePython
import itk.itkImageToImageFilterAPython
import itk.ITKCommonBasePython
import itk.itkMatrixPython
import itk.itkCovariantVectorPython
import itk.vnl_vector_refPython
import itk.stdcomplexPython
import itk.pyBasePython
import itk.vnl_vectorPython
import itk.vnl_matrixPython
import itk.itkVectorPython
import itk.itkFixedArrayPython
import itk.vnl_matrix_fixedPython
import itk.itkPointPython
import itk.itkImagePython
import itk.itkImageRegionPython
import itk.itkIndexPython
import itk.itkOffsetPython
import itk.itkSizePython
import itk.itkSymmetricSecondRankTensorPython
import itk.itkRGBPixelPython
import itk.itkRGBAPixelPython
import itk.itkVectorImagePython
import itk.itkVariableLengthVectorPython
import itk.itkImageSourcePython
import itk.itkImageSourceCommonPython
import itk.itkPhasedArray3DSpecialCoordinatesImagePython
import itk.itkImageToImageFilterCommonPython

def itkImagePCAShapeModelEstimatorIF2IF2_New():
    return itkImagePCAShapeModelEstimatorIF2IF2.New()

class itkImagePCAShapeModelEstimatorIF2IF2(itk.itkImageShapeModelEstimatorBasePython.itkImageShapeModelEstimatorBaseIF2IF2):
    r"""Proxy of C++ itkImagePCAShapeModelEstimatorIF2IF2 class."""

    thisown = property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc="The membership flag")

    def __init__(self, *args, **kwargs):
        raise AttributeError("No constructor defined")
    __repr__ = _swig_repr

    @staticmethod
    def __New_orig__():
        r"""__New_orig__() -> itkImagePCAShapeModelEstimatorIF2IF2_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF2IF2___New_orig__()

    def Clone(self):
        r"""Clone(self) -> itkImagePCAShapeModelEstimatorIF2IF2_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF2IF2_Clone(self)

    def SetNumberOfPrincipalComponentsRequired(self, n):
        r"""
        SetNumberOfPrincipalComponentsRequired(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF2IF2_SetNumberOfPrincipalComponentsRequired(self, n)

    def GetNumberOfPrincipalComponentsRequired(self):
        r"""GetNumberOfPrincipalComponentsRequired(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF2IF2_GetNumberOfPrincipalComponentsRequired(self)

    def SetNumberOfTrainingImages(self, n):
        r"""
        SetNumberOfTrainingImages(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF2IF2_SetNumberOfTrainingImages(self, n)

    def GetNumberOfTrainingImages(self):
        r"""GetNumberOfTrainingImages(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF2IF2_GetNumberOfTrainingImages(self)

    def GetEigenValues(self):
        r"""GetEigenValues(self) -> vnl_vectorD"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF2IF2_GetEigenValues(self)
    __swig_destroy__ = _itkImagePCAShapeModelEstimatorPython.delete_itkImagePCAShapeModelEstimatorIF2IF2

    @staticmethod
    def cast(obj):
        r"""
        cast(obj) -> itkImagePCAShapeModelEstimatorIF2IF2

        Parameters
        ----------
        obj: itkLightObject *

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF2IF2_cast(obj)

    def New(*args, **kargs):
        """New() -> itkImagePCAShapeModelEstimatorIF2IF2

        Create a new object of the class itkImagePCAShapeModelEstimatorIF2IF2 and set the input and the parameters if some
        named or non-named arguments are passed to that method.

        New() tries to assign all the non named parameters to the input of the new objects - the
        first non named parameter in the first input, etc.

        The named parameters are used by calling the method with the same name prefixed by 'Set'.

        Ex:

          itkImagePCAShapeModelEstimatorIF2IF2.New(reader, threshold=10)

        is (most of the time) equivalent to:

          obj = itkImagePCAShapeModelEstimatorIF2IF2.New()
          obj.SetInput(0, reader.GetOutput())
          obj.SetThreshold(10)
        """
        obj = itkImagePCAShapeModelEstimatorIF2IF2.__New_orig__()
        from itk.support import template_class
        template_class.New(obj, *args, **kargs)
        return obj
    New = staticmethod(New)


# Register itkImagePCAShapeModelEstimatorIF2IF2 in _itkImagePCAShapeModelEstimatorPython:
_itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF2IF2_swigregister(itkImagePCAShapeModelEstimatorIF2IF2)

def itkImagePCAShapeModelEstimatorIF3IF3_New():
    return itkImagePCAShapeModelEstimatorIF3IF3.New()

class itkImagePCAShapeModelEstimatorIF3IF3(itk.itkImageShapeModelEstimatorBasePython.itkImageShapeModelEstimatorBaseIF3IF3):
    r"""Proxy of C++ itkImagePCAShapeModelEstimatorIF3IF3 class."""

    thisown = property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc="The membership flag")

    def __init__(self, *args, **kwargs):
        raise AttributeError("No constructor defined")
    __repr__ = _swig_repr

    @staticmethod
    def __New_orig__():
        r"""__New_orig__() -> itkImagePCAShapeModelEstimatorIF3IF3_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF3IF3___New_orig__()

    def Clone(self):
        r"""Clone(self) -> itkImagePCAShapeModelEstimatorIF3IF3_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF3IF3_Clone(self)

    def SetNumberOfPrincipalComponentsRequired(self, n):
        r"""
        SetNumberOfPrincipalComponentsRequired(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF3IF3_SetNumberOfPrincipalComponentsRequired(self, n)

    def GetNumberOfPrincipalComponentsRequired(self):
        r"""GetNumberOfPrincipalComponentsRequired(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF3IF3_GetNumberOfPrincipalComponentsRequired(self)

    def SetNumberOfTrainingImages(self, n):
        r"""
        SetNumberOfTrainingImages(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF3IF3_SetNumberOfTrainingImages(self, n)

    def GetNumberOfTrainingImages(self):
        r"""GetNumberOfTrainingImages(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF3IF3_GetNumberOfTrainingImages(self)

    def GetEigenValues(self):
        r"""GetEigenValues(self) -> vnl_vectorD"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF3IF3_GetEigenValues(self)
    __swig_destroy__ = _itkImagePCAShapeModelEstimatorPython.delete_itkImagePCAShapeModelEstimatorIF3IF3

    @staticmethod
    def cast(obj):
        r"""
        cast(obj) -> itkImagePCAShapeModelEstimatorIF3IF3

        Parameters
        ----------
        obj: itkLightObject *

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF3IF3_cast(obj)

    def New(*args, **kargs):
        """New() -> itkImagePCAShapeModelEstimatorIF3IF3

        Create a new object of the class itkImagePCAShapeModelEstimatorIF3IF3 and set the input and the parameters if some
        named or non-named arguments are passed to that method.

        New() tries to assign all the non named parameters to the input of the new objects - the
        first non named parameter in the first input, etc.

        The named parameters are used by calling the method with the same name prefixed by 'Set'.

        Ex:

          itkImagePCAShapeModelEstimatorIF3IF3.New(reader, threshold=10)

        is (most of the time) equivalent to:

          obj = itkImagePCAShapeModelEstimatorIF3IF3.New()
          obj.SetInput(0, reader.GetOutput())
          obj.SetThreshold(10)
        """
        obj = itkImagePCAShapeModelEstimatorIF3IF3.__New_orig__()
        from itk.support import template_class
        template_class.New(obj, *args, **kargs)
        return obj
    New = staticmethod(New)


# Register itkImagePCAShapeModelEstimatorIF3IF3 in _itkImagePCAShapeModelEstimatorPython:
_itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIF3IF3_swigregister(itkImagePCAShapeModelEstimatorIF3IF3)

def itkImagePCAShapeModelEstimatorISS2IF2_New():
    return itkImagePCAShapeModelEstimatorISS2IF2.New()

class itkImagePCAShapeModelEstimatorISS2IF2(itk.itkImageShapeModelEstimatorBasePython.itkImageShapeModelEstimatorBaseISS2IF2):
    r"""Proxy of C++ itkImagePCAShapeModelEstimatorISS2IF2 class."""

    thisown = property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc="The membership flag")

    def __init__(self, *args, **kwargs):
        raise AttributeError("No constructor defined")
    __repr__ = _swig_repr

    @staticmethod
    def __New_orig__():
        r"""__New_orig__() -> itkImagePCAShapeModelEstimatorISS2IF2_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS2IF2___New_orig__()

    def Clone(self):
        r"""Clone(self) -> itkImagePCAShapeModelEstimatorISS2IF2_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS2IF2_Clone(self)

    def SetNumberOfPrincipalComponentsRequired(self, n):
        r"""
        SetNumberOfPrincipalComponentsRequired(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS2IF2_SetNumberOfPrincipalComponentsRequired(self, n)

    def GetNumberOfPrincipalComponentsRequired(self):
        r"""GetNumberOfPrincipalComponentsRequired(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS2IF2_GetNumberOfPrincipalComponentsRequired(self)

    def SetNumberOfTrainingImages(self, n):
        r"""
        SetNumberOfTrainingImages(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS2IF2_SetNumberOfTrainingImages(self, n)

    def GetNumberOfTrainingImages(self):
        r"""GetNumberOfTrainingImages(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS2IF2_GetNumberOfTrainingImages(self)

    def GetEigenValues(self):
        r"""GetEigenValues(self) -> vnl_vectorD"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS2IF2_GetEigenValues(self)
    __swig_destroy__ = _itkImagePCAShapeModelEstimatorPython.delete_itkImagePCAShapeModelEstimatorISS2IF2

    @staticmethod
    def cast(obj):
        r"""
        cast(obj) -> itkImagePCAShapeModelEstimatorISS2IF2

        Parameters
        ----------
        obj: itkLightObject *

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS2IF2_cast(obj)

    def New(*args, **kargs):
        """New() -> itkImagePCAShapeModelEstimatorISS2IF2

        Create a new object of the class itkImagePCAShapeModelEstimatorISS2IF2 and set the input and the parameters if some
        named or non-named arguments are passed to that method.

        New() tries to assign all the non named parameters to the input of the new objects - the
        first non named parameter in the first input, etc.

        The named parameters are used by calling the method with the same name prefixed by 'Set'.

        Ex:

          itkImagePCAShapeModelEstimatorISS2IF2.New(reader, threshold=10)

        is (most of the time) equivalent to:

          obj = itkImagePCAShapeModelEstimatorISS2IF2.New()
          obj.SetInput(0, reader.GetOutput())
          obj.SetThreshold(10)
        """
        obj = itkImagePCAShapeModelEstimatorISS2IF2.__New_orig__()
        from itk.support import template_class
        template_class.New(obj, *args, **kargs)
        return obj
    New = staticmethod(New)


# Register itkImagePCAShapeModelEstimatorISS2IF2 in _itkImagePCAShapeModelEstimatorPython:
_itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS2IF2_swigregister(itkImagePCAShapeModelEstimatorISS2IF2)

def itkImagePCAShapeModelEstimatorISS3IF3_New():
    return itkImagePCAShapeModelEstimatorISS3IF3.New()

class itkImagePCAShapeModelEstimatorISS3IF3(itk.itkImageShapeModelEstimatorBasePython.itkImageShapeModelEstimatorBaseISS3IF3):
    r"""Proxy of C++ itkImagePCAShapeModelEstimatorISS3IF3 class."""

    thisown = property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc="The membership flag")

    def __init__(self, *args, **kwargs):
        raise AttributeError("No constructor defined")
    __repr__ = _swig_repr

    @staticmethod
    def __New_orig__():
        r"""__New_orig__() -> itkImagePCAShapeModelEstimatorISS3IF3_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS3IF3___New_orig__()

    def Clone(self):
        r"""Clone(self) -> itkImagePCAShapeModelEstimatorISS3IF3_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS3IF3_Clone(self)

    def SetNumberOfPrincipalComponentsRequired(self, n):
        r"""
        SetNumberOfPrincipalComponentsRequired(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS3IF3_SetNumberOfPrincipalComponentsRequired(self, n)

    def GetNumberOfPrincipalComponentsRequired(self):
        r"""GetNumberOfPrincipalComponentsRequired(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS3IF3_GetNumberOfPrincipalComponentsRequired(self)

    def SetNumberOfTrainingImages(self, n):
        r"""
        SetNumberOfTrainingImages(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS3IF3_SetNumberOfTrainingImages(self, n)

    def GetNumberOfTrainingImages(self):
        r"""GetNumberOfTrainingImages(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS3IF3_GetNumberOfTrainingImages(self)

    def GetEigenValues(self):
        r"""GetEigenValues(self) -> vnl_vectorD"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS3IF3_GetEigenValues(self)
    __swig_destroy__ = _itkImagePCAShapeModelEstimatorPython.delete_itkImagePCAShapeModelEstimatorISS3IF3

    @staticmethod
    def cast(obj):
        r"""
        cast(obj) -> itkImagePCAShapeModelEstimatorISS3IF3

        Parameters
        ----------
        obj: itkLightObject *

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS3IF3_cast(obj)

    def New(*args, **kargs):
        """New() -> itkImagePCAShapeModelEstimatorISS3IF3

        Create a new object of the class itkImagePCAShapeModelEstimatorISS3IF3 and set the input and the parameters if some
        named or non-named arguments are passed to that method.

        New() tries to assign all the non named parameters to the input of the new objects - the
        first non named parameter in the first input, etc.

        The named parameters are used by calling the method with the same name prefixed by 'Set'.

        Ex:

          itkImagePCAShapeModelEstimatorISS3IF3.New(reader, threshold=10)

        is (most of the time) equivalent to:

          obj = itkImagePCAShapeModelEstimatorISS3IF3.New()
          obj.SetInput(0, reader.GetOutput())
          obj.SetThreshold(10)
        """
        obj = itkImagePCAShapeModelEstimatorISS3IF3.__New_orig__()
        from itk.support import template_class
        template_class.New(obj, *args, **kargs)
        return obj
    New = staticmethod(New)


# Register itkImagePCAShapeModelEstimatorISS3IF3 in _itkImagePCAShapeModelEstimatorPython:
_itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorISS3IF3_swigregister(itkImagePCAShapeModelEstimatorISS3IF3)

def itkImagePCAShapeModelEstimatorIUC2IF2_New():
    return itkImagePCAShapeModelEstimatorIUC2IF2.New()

class itkImagePCAShapeModelEstimatorIUC2IF2(itk.itkImageShapeModelEstimatorBasePython.itkImageShapeModelEstimatorBaseIUC2IF2):
    r"""Proxy of C++ itkImagePCAShapeModelEstimatorIUC2IF2 class."""

    thisown = property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc="The membership flag")

    def __init__(self, *args, **kwargs):
        raise AttributeError("No constructor defined")
    __repr__ = _swig_repr

    @staticmethod
    def __New_orig__():
        r"""__New_orig__() -> itkImagePCAShapeModelEstimatorIUC2IF2_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC2IF2___New_orig__()

    def Clone(self):
        r"""Clone(self) -> itkImagePCAShapeModelEstimatorIUC2IF2_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC2IF2_Clone(self)

    def SetNumberOfPrincipalComponentsRequired(self, n):
        r"""
        SetNumberOfPrincipalComponentsRequired(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC2IF2_SetNumberOfPrincipalComponentsRequired(self, n)

    def GetNumberOfPrincipalComponentsRequired(self):
        r"""GetNumberOfPrincipalComponentsRequired(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC2IF2_GetNumberOfPrincipalComponentsRequired(self)

    def SetNumberOfTrainingImages(self, n):
        r"""
        SetNumberOfTrainingImages(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC2IF2_SetNumberOfTrainingImages(self, n)

    def GetNumberOfTrainingImages(self):
        r"""GetNumberOfTrainingImages(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC2IF2_GetNumberOfTrainingImages(self)

    def GetEigenValues(self):
        r"""GetEigenValues(self) -> vnl_vectorD"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC2IF2_GetEigenValues(self)
    __swig_destroy__ = _itkImagePCAShapeModelEstimatorPython.delete_itkImagePCAShapeModelEstimatorIUC2IF2

    @staticmethod
    def cast(obj):
        r"""
        cast(obj) -> itkImagePCAShapeModelEstimatorIUC2IF2

        Parameters
        ----------
        obj: itkLightObject *

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC2IF2_cast(obj)

    def New(*args, **kargs):
        """New() -> itkImagePCAShapeModelEstimatorIUC2IF2

        Create a new object of the class itkImagePCAShapeModelEstimatorIUC2IF2 and set the input and the parameters if some
        named or non-named arguments are passed to that method.

        New() tries to assign all the non named parameters to the input of the new objects - the
        first non named parameter in the first input, etc.

        The named parameters are used by calling the method with the same name prefixed by 'Set'.

        Ex:

          itkImagePCAShapeModelEstimatorIUC2IF2.New(reader, threshold=10)

        is (most of the time) equivalent to:

          obj = itkImagePCAShapeModelEstimatorIUC2IF2.New()
          obj.SetInput(0, reader.GetOutput())
          obj.SetThreshold(10)
        """
        obj = itkImagePCAShapeModelEstimatorIUC2IF2.__New_orig__()
        from itk.support import template_class
        template_class.New(obj, *args, **kargs)
        return obj
    New = staticmethod(New)


# Register itkImagePCAShapeModelEstimatorIUC2IF2 in _itkImagePCAShapeModelEstimatorPython:
_itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC2IF2_swigregister(itkImagePCAShapeModelEstimatorIUC2IF2)

def itkImagePCAShapeModelEstimatorIUC3IF3_New():
    return itkImagePCAShapeModelEstimatorIUC3IF3.New()

class itkImagePCAShapeModelEstimatorIUC3IF3(itk.itkImageShapeModelEstimatorBasePython.itkImageShapeModelEstimatorBaseIUC3IF3):
    r"""Proxy of C++ itkImagePCAShapeModelEstimatorIUC3IF3 class."""

    thisown = property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc="The membership flag")

    def __init__(self, *args, **kwargs):
        raise AttributeError("No constructor defined")
    __repr__ = _swig_repr

    @staticmethod
    def __New_orig__():
        r"""__New_orig__() -> itkImagePCAShapeModelEstimatorIUC3IF3_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC3IF3___New_orig__()

    def Clone(self):
        r"""Clone(self) -> itkImagePCAShapeModelEstimatorIUC3IF3_Pointer"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC3IF3_Clone(self)

    def SetNumberOfPrincipalComponentsRequired(self, n):
        r"""
        SetNumberOfPrincipalComponentsRequired(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC3IF3_SetNumberOfPrincipalComponentsRequired(self, n)

    def GetNumberOfPrincipalComponentsRequired(self):
        r"""GetNumberOfPrincipalComponentsRequired(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC3IF3_GetNumberOfPrincipalComponentsRequired(self)

    def SetNumberOfTrainingImages(self, n):
        r"""
        SetNumberOfTrainingImages(self, n)

        Parameters
        ----------
        n: unsigned int

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC3IF3_SetNumberOfTrainingImages(self, n)

    def GetNumberOfTrainingImages(self):
        r"""GetNumberOfTrainingImages(self) -> unsigned int"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC3IF3_GetNumberOfTrainingImages(self)

    def GetEigenValues(self):
        r"""GetEigenValues(self) -> vnl_vectorD"""
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC3IF3_GetEigenValues(self)
    __swig_destroy__ = _itkImagePCAShapeModelEstimatorPython.delete_itkImagePCAShapeModelEstimatorIUC3IF3

    @staticmethod
    def cast(obj):
        r"""
        cast(obj) -> itkImagePCAShapeModelEstimatorIUC3IF3

        Parameters
        ----------
        obj: itkLightObject *

        """
        return _itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC3IF3_cast(obj)

    def New(*args, **kargs):
        """New() -> itkImagePCAShapeModelEstimatorIUC3IF3

        Create a new object of the class itkImagePCAShapeModelEstimatorIUC3IF3 and set the input and the parameters if some
        named or non-named arguments are passed to that method.

        New() tries to assign all the non named parameters to the input of the new objects - the
        first non named parameter in the first input, etc.

        The named parameters are used by calling the method with the same name prefixed by 'Set'.

        Ex:

          itkImagePCAShapeModelEstimatorIUC3IF3.New(reader, threshold=10)

        is (most of the time) equivalent to:

          obj = itkImagePCAShapeModelEstimatorIUC3IF3.New()
          obj.SetInput(0, reader.GetOutput())
          obj.SetThreshold(10)
        """
        obj = itkImagePCAShapeModelEstimatorIUC3IF3.__New_orig__()
        from itk.support import template_class
        template_class.New(obj, *args, **kargs)
        return obj
    New = staticmethod(New)


# Register itkImagePCAShapeModelEstimatorIUC3IF3 in _itkImagePCAShapeModelEstimatorPython:
_itkImagePCAShapeModelEstimatorPython.itkImagePCAShapeModelEstimatorIUC3IF3_swigregister(itkImagePCAShapeModelEstimatorIUC3IF3)

from itk.support import helpers
import itk.support.types as itkt
from typing import Sequence, Tuple, Union

@helpers.accept_array_like_xarray_torch
def image_pca_shape_model_estimator(*args: itkt.ImageLike,  number_of_principal_components_required: int=..., number_of_training_images: int=...,**kwargs)-> itkt.ImageSourceReturn:
    """Functional interface for ImagePCAShapeModelEstimator"""
    import itk

    kwarg_typehints = { 'number_of_principal_components_required':number_of_principal_components_required,'number_of_training_images':number_of_training_images }
    specified_kwarg_typehints = { k:v for (k,v) in kwarg_typehints.items() if kwarg_typehints[k] is not ... }
    kwargs.update(specified_kwarg_typehints)


    instance = itk.ImagePCAShapeModelEstimator.New(*args, **kwargs)

    return instance.__internal_call__()

def image_pca_shape_model_estimator_init_docstring():
    import itk
    from itk.support import template_class

    filter_class = itk.ITKImageStatistics.ImagePCAShapeModelEstimator
    image_pca_shape_model_estimator.process_object = filter_class
    is_template = isinstance(filter_class, template_class.itkTemplate)
    if is_template:
        filter_object = filter_class.values()[0]
    else:
        filter_object = filter_class

    image_pca_shape_model_estimator.__doc__ = filter_object.__doc__



