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itkReinitializeLevelSetImageFilterPython.py

Source:itkReinitializeLevelSetImageFilterPython.py

1# This file was automatically generated by SWIG (http://www.swig.org).2# Version 1.3.403#4# Do not make changes to this file unless you know what you are doing--modify5# the SWIG interface file instead.6from sys import version_info7if version_info >= (3,0,0):8    new_instancemethod = lambda func, inst, cls: _itkReinitializeLevelSetImageFilterPython.SWIG_PyInstanceMethod_New(func)9else:10    from new import instancemethod as new_instancemethod11if version_info >= (2,6,0):12    def swig_import_helper():13        from os.path import dirname14        import imp15        fp = None16        try:17            fp, pathname, description = imp.find_module('_itkReinitializeLevelSetImageFilterPython', [dirname(__file__)])18        except ImportError:19            import _itkReinitializeLevelSetImageFilterPython20            return _itkReinitializeLevelSetImageFilterPython21        if fp is not None:22            try:23                _mod = imp.load_module('_itkReinitializeLevelSetImageFilterPython', fp, pathname, description)24            finally:25                fp.close()26            return _mod27    _itkReinitializeLevelSetImageFilterPython = swig_import_helper()28    del swig_import_helper29else:30    import _itkReinitializeLevelSetImageFilterPython31del version_info32try:33    _swig_property = property34except NameError:35    pass # Python < 2.2 doesn't have 'property'.36def _swig_setattr_nondynamic(self,class_type,name,value,static=1):37    if (name == "thisown"): return self.this.own(value)38    if (name == "this"):39        if type(value).__name__ == 'SwigPyObject':40            self.__dict__[name] = value41            return42    method = class_type.__swig_setmethods__.get(name,None)43    if method: return method(self,value)44    if (not static) or hasattr(self,name):45        self.__dict__[name] = value46    else:47        raise AttributeError("You cannot add attributes to %s" % self)48def _swig_setattr(self,class_type,name,value):49    return _swig_setattr_nondynamic(self,class_type,name,value,0)50def _swig_getattr(self,class_type,name):51    if (name == "thisown"): return self.this.own()52    method = class_type.__swig_getmethods__.get(name,None)53    if method: return method(self)54    raise AttributeError(name)55def _swig_repr(self):56    try: strthis = "proxy of " + self.this.__repr__()57    except: strthis = ""58    return "<%s.%s; %s >" % (self.__class__.__module__, self.__class__.__name__, strthis,)59try:60    _object = object61    _newclass = 162except AttributeError:63    class _object : pass64    _newclass = 065def _swig_setattr_nondynamic_method(set):66    def set_attr(self,name,value):67        if (name == "thisown"): return self.this.own(value)68        if hasattr(self,name) or (name == "this"):69            set(self,name,value)70        else:71            raise AttributeError("You cannot add attributes to %s" % self)72    return set_attr73import ITKCommonBasePython74import itkEventObjectsPython75import pyBasePython76import itkImageToImageFilterAPython77import itkImagePython78import itkFixedArrayPython79import itkCovariantVectorPython80import vnl_vectorPython81import vcl_complexPython82import vnl_matrixPython83import itkVectorPython84import vnl_vector_refPython85import ITKRegionsPython86import itkSizePython87import itkIndexPython88import itkOffsetPython89import itkPointPython90import itkMatrixPython91import vnl_matrix_fixedPython92import itkRGBAPixelPython93import itkSymmetricSecondRankTensorPython94import itkRGBPixelPython95import itkImageSourcePython96import itkVectorImagePython97import itkVariableLengthVectorPython98import itkVectorContainerPython99import itkContinuousIndexPython100import itkLevelSetPython101def itkReinitializeLevelSetImageFilterID3_New():102  return itkReinitializeLevelSetImageFilterID3.New()103def itkReinitializeLevelSetImageFilterID2_New():104  return itkReinitializeLevelSetImageFilterID2.New()105def itkReinitializeLevelSetImageFilterIF3_New():106  return itkReinitializeLevelSetImageFilterIF3.New()107def itkReinitializeLevelSetImageFilterIF2_New():108  return itkReinitializeLevelSetImageFilterIF2.New()109class itkReinitializeLevelSetImageFilterID2(itkImageToImageFilterAPython.itkImageToImageFilterID2ID2):110    """Proxy of C++ itkReinitializeLevelSetImageFilterID2 class"""111    thisown = _swig_property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc='The membership flag')112    def __init__(self, *args, **kwargs): raise AttributeError("No constructor defined")113    __repr__ = _swig_repr114    SetDimension = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetDimension115    LevelSetDoubleAdditiveOperatorsCheck = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_LevelSetDoubleAdditiveOperatorsCheck116    LevelSetOStreamWritableCheck = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_LevelSetOStreamWritableCheck117    def __New_orig__():118        """__New_orig__()"""119        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2___New_orig__()120    __New_orig__ = staticmethod(__New_orig__)121    def SetLevelSetValue(self, *args):122        """SetLevelSetValue(self, double _arg)"""123        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetLevelSetValue(self, *args)124    def GetLevelSetValue(self):125        """GetLevelSetValue(self) -> double"""126        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetLevelSetValue(self)127    def SetNarrowBanding(self, *args):128        """SetNarrowBanding(self, bool _arg)"""129        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetNarrowBanding(self, *args)130    def GetNarrowBanding(self):131        """GetNarrowBanding(self) -> bool"""132        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetNarrowBanding(self)133    def NarrowBandingOn(self):134        """NarrowBandingOn(self)"""135        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_NarrowBandingOn(self)136    def NarrowBandingOff(self):137        """NarrowBandingOff(self)"""138        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_NarrowBandingOff(self)139    def SetInputNarrowBandwidth(self, *args):140        """SetInputNarrowBandwidth(self, double _arg)"""141        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetInputNarrowBandwidth(self, *args)142    def GetInputNarrowBandwidth(self):143        """GetInputNarrowBandwidth(self) -> double"""144        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetInputNarrowBandwidth(self)145    def SetOutputNarrowBandwidth(self, *args):146        """SetOutputNarrowBandwidth(self, double _arg)"""147        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetOutputNarrowBandwidth(self, *args)148    def GetOutputNarrowBandwidth(self):149        """GetOutputNarrowBandwidth(self) -> double"""150        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetOutputNarrowBandwidth(self)151    def SetNarrowBandwidth(self, *args):152        """SetNarrowBandwidth(self, double value)"""153        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetNarrowBandwidth(self, *args)154    def SetInputNarrowBand(self, *args):155        """SetInputNarrowBand(self, itkVectorContainerUILSND2 ptr)"""156        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetInputNarrowBand(self, *args)157    def GetInputNarrowBand(self):158        """GetInputNarrowBand(self)"""159        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetInputNarrowBand(self)160    def GetOutputNarrowBand(self):161        """GetOutputNarrowBand(self)"""162        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetOutputNarrowBand(self)163    __swig_destroy__ = _itkReinitializeLevelSetImageFilterPython.delete_itkReinitializeLevelSetImageFilterID2164    def cast(*args):165        """cast(itkLightObject obj) -> itkReinitializeLevelSetImageFilterID2"""166        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_cast(*args)167    cast = staticmethod(cast)168    def GetPointer(self):169        """GetPointer(self) -> itkReinitializeLevelSetImageFilterID2"""170        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetPointer(self)171    def New(*args, **kargs):172        """New() -> itkReinitializeLevelSetImageFilterID2173        174        Create a new object of the class itkReinitializeLevelSetImageFilterID2 and set the input and the parameters if some175        named or non-named arguments are passed to that method.176        177        New() tries to assign all the non named parameters to the input of the new objects - the178        first non named parameter in the first input, etc.179        180        The named parameters are used by calling the method with the same name prefixed by 'Set'.181        182        Ex:183        184          itkReinitializeLevelSetImageFilterID2.New( reader, Threshold=10 ) 185        186        is (most of the time) equivalent to:187        188          obj = itkReinitializeLevelSetImageFilterID2.New()189          obj.SetInput( 0, reader.GetOutput() )190          obj.SetThreshold( 10 )191        """192        obj = itkReinitializeLevelSetImageFilterID2.__New_orig__()193        import itkTemplate194        itkTemplate.New(obj, *args, **kargs)195        return obj196    New = staticmethod(New)197itkReinitializeLevelSetImageFilterID2.SetLevelSetValue = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetLevelSetValue,None,itkReinitializeLevelSetImageFilterID2)198itkReinitializeLevelSetImageFilterID2.GetLevelSetValue = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetLevelSetValue,None,itkReinitializeLevelSetImageFilterID2)199itkReinitializeLevelSetImageFilterID2.SetNarrowBanding = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetNarrowBanding,None,itkReinitializeLevelSetImageFilterID2)200itkReinitializeLevelSetImageFilterID2.GetNarrowBanding = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetNarrowBanding,None,itkReinitializeLevelSetImageFilterID2)201itkReinitializeLevelSetImageFilterID2.NarrowBandingOn = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_NarrowBandingOn,None,itkReinitializeLevelSetImageFilterID2)202itkReinitializeLevelSetImageFilterID2.NarrowBandingOff = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_NarrowBandingOff,None,itkReinitializeLevelSetImageFilterID2)203itkReinitializeLevelSetImageFilterID2.SetInputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetInputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterID2)204itkReinitializeLevelSetImageFilterID2.GetInputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetInputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterID2)205itkReinitializeLevelSetImageFilterID2.SetOutputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetOutputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterID2)206itkReinitializeLevelSetImageFilterID2.GetOutputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetOutputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterID2)207itkReinitializeLevelSetImageFilterID2.SetNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetNarrowBandwidth,None,itkReinitializeLevelSetImageFilterID2)208itkReinitializeLevelSetImageFilterID2.SetInputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_SetInputNarrowBand,None,itkReinitializeLevelSetImageFilterID2)209itkReinitializeLevelSetImageFilterID2.GetInputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetInputNarrowBand,None,itkReinitializeLevelSetImageFilterID2)210itkReinitializeLevelSetImageFilterID2.GetOutputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetOutputNarrowBand,None,itkReinitializeLevelSetImageFilterID2)211itkReinitializeLevelSetImageFilterID2.GetPointer = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_GetPointer,None,itkReinitializeLevelSetImageFilterID2)212itkReinitializeLevelSetImageFilterID2_swigregister = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_swigregister213itkReinitializeLevelSetImageFilterID2_swigregister(itkReinitializeLevelSetImageFilterID2)214def itkReinitializeLevelSetImageFilterID2___New_orig__():215  """itkReinitializeLevelSetImageFilterID2___New_orig__()"""216  return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2___New_orig__()217def itkReinitializeLevelSetImageFilterID2_cast(*args):218  """itkReinitializeLevelSetImageFilterID2_cast(itkLightObject obj) -> itkReinitializeLevelSetImageFilterID2"""219  return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID2_cast(*args)220class itkReinitializeLevelSetImageFilterID3(itkImageToImageFilterAPython.itkImageToImageFilterID3ID3):221    """Proxy of C++ itkReinitializeLevelSetImageFilterID3 class"""222    thisown = _swig_property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc='The membership flag')223    def __init__(self, *args, **kwargs): raise AttributeError("No constructor defined")224    __repr__ = _swig_repr225    SetDimension = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetDimension226    LevelSetDoubleAdditiveOperatorsCheck = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_LevelSetDoubleAdditiveOperatorsCheck227    LevelSetOStreamWritableCheck = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_LevelSetOStreamWritableCheck228    def __New_orig__():229        """__New_orig__()"""230        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3___New_orig__()231    __New_orig__ = staticmethod(__New_orig__)232    def SetLevelSetValue(self, *args):233        """SetLevelSetValue(self, double _arg)"""234        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetLevelSetValue(self, *args)235    def GetLevelSetValue(self):236        """GetLevelSetValue(self) -> double"""237        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetLevelSetValue(self)238    def SetNarrowBanding(self, *args):239        """SetNarrowBanding(self, bool _arg)"""240        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetNarrowBanding(self, *args)241    def GetNarrowBanding(self):242        """GetNarrowBanding(self) -> bool"""243        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetNarrowBanding(self)244    def NarrowBandingOn(self):245        """NarrowBandingOn(self)"""246        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_NarrowBandingOn(self)247    def NarrowBandingOff(self):248        """NarrowBandingOff(self)"""249        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_NarrowBandingOff(self)250    def SetInputNarrowBandwidth(self, *args):251        """SetInputNarrowBandwidth(self, double _arg)"""252        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetInputNarrowBandwidth(self, *args)253    def GetInputNarrowBandwidth(self):254        """GetInputNarrowBandwidth(self) -> double"""255        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetInputNarrowBandwidth(self)256    def SetOutputNarrowBandwidth(self, *args):257        """SetOutputNarrowBandwidth(self, double _arg)"""258        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetOutputNarrowBandwidth(self, *args)259    def GetOutputNarrowBandwidth(self):260        """GetOutputNarrowBandwidth(self) -> double"""261        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetOutputNarrowBandwidth(self)262    def SetNarrowBandwidth(self, *args):263        """SetNarrowBandwidth(self, double value)"""264        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetNarrowBandwidth(self, *args)265    def SetInputNarrowBand(self, *args):266        """SetInputNarrowBand(self, itkVectorContainerUILSND3 ptr)"""267        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetInputNarrowBand(self, *args)268    def GetInputNarrowBand(self):269        """GetInputNarrowBand(self)"""270        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetInputNarrowBand(self)271    def GetOutputNarrowBand(self):272        """GetOutputNarrowBand(self)"""273        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetOutputNarrowBand(self)274    __swig_destroy__ = _itkReinitializeLevelSetImageFilterPython.delete_itkReinitializeLevelSetImageFilterID3275    def cast(*args):276        """cast(itkLightObject obj) -> itkReinitializeLevelSetImageFilterID3"""277        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_cast(*args)278    cast = staticmethod(cast)279    def GetPointer(self):280        """GetPointer(self) -> itkReinitializeLevelSetImageFilterID3"""281        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetPointer(self)282    def New(*args, **kargs):283        """New() -> itkReinitializeLevelSetImageFilterID3284        285        Create a new object of the class itkReinitializeLevelSetImageFilterID3 and set the input and the parameters if some286        named or non-named arguments are passed to that method.287        288        New() tries to assign all the non named parameters to the input of the new objects - the289        first non named parameter in the first input, etc.290        291        The named parameters are used by calling the method with the same name prefixed by 'Set'.292        293        Ex:294        295          itkReinitializeLevelSetImageFilterID3.New( reader, Threshold=10 ) 296        297        is (most of the time) equivalent to:298        299          obj = itkReinitializeLevelSetImageFilterID3.New()300          obj.SetInput( 0, reader.GetOutput() )301          obj.SetThreshold( 10 )302        """303        obj = itkReinitializeLevelSetImageFilterID3.__New_orig__()304        import itkTemplate305        itkTemplate.New(obj, *args, **kargs)306        return obj307    New = staticmethod(New)308itkReinitializeLevelSetImageFilterID3.SetLevelSetValue = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetLevelSetValue,None,itkReinitializeLevelSetImageFilterID3)309itkReinitializeLevelSetImageFilterID3.GetLevelSetValue = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetLevelSetValue,None,itkReinitializeLevelSetImageFilterID3)310itkReinitializeLevelSetImageFilterID3.SetNarrowBanding = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetNarrowBanding,None,itkReinitializeLevelSetImageFilterID3)311itkReinitializeLevelSetImageFilterID3.GetNarrowBanding = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetNarrowBanding,None,itkReinitializeLevelSetImageFilterID3)312itkReinitializeLevelSetImageFilterID3.NarrowBandingOn = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_NarrowBandingOn,None,itkReinitializeLevelSetImageFilterID3)313itkReinitializeLevelSetImageFilterID3.NarrowBandingOff = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_NarrowBandingOff,None,itkReinitializeLevelSetImageFilterID3)314itkReinitializeLevelSetImageFilterID3.SetInputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetInputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterID3)315itkReinitializeLevelSetImageFilterID3.GetInputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetInputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterID3)316itkReinitializeLevelSetImageFilterID3.SetOutputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetOutputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterID3)317itkReinitializeLevelSetImageFilterID3.GetOutputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetOutputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterID3)318itkReinitializeLevelSetImageFilterID3.SetNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetNarrowBandwidth,None,itkReinitializeLevelSetImageFilterID3)319itkReinitializeLevelSetImageFilterID3.SetInputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_SetInputNarrowBand,None,itkReinitializeLevelSetImageFilterID3)320itkReinitializeLevelSetImageFilterID3.GetInputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetInputNarrowBand,None,itkReinitializeLevelSetImageFilterID3)321itkReinitializeLevelSetImageFilterID3.GetOutputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetOutputNarrowBand,None,itkReinitializeLevelSetImageFilterID3)322itkReinitializeLevelSetImageFilterID3.GetPointer = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_GetPointer,None,itkReinitializeLevelSetImageFilterID3)323itkReinitializeLevelSetImageFilterID3_swigregister = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_swigregister324itkReinitializeLevelSetImageFilterID3_swigregister(itkReinitializeLevelSetImageFilterID3)325def itkReinitializeLevelSetImageFilterID3___New_orig__():326  """itkReinitializeLevelSetImageFilterID3___New_orig__()"""327  return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3___New_orig__()328def itkReinitializeLevelSetImageFilterID3_cast(*args):329  """itkReinitializeLevelSetImageFilterID3_cast(itkLightObject obj) -> itkReinitializeLevelSetImageFilterID3"""330  return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterID3_cast(*args)331class itkReinitializeLevelSetImageFilterIF2(itkImageToImageFilterAPython.itkImageToImageFilterIF2IF2):332    """Proxy of C++ itkReinitializeLevelSetImageFilterIF2 class"""333    thisown = _swig_property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc='The membership flag')334    def __init__(self, *args, **kwargs): raise AttributeError("No constructor defined")335    __repr__ = _swig_repr336    SetDimension = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetDimension337    LevelSetDoubleAdditiveOperatorsCheck = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_LevelSetDoubleAdditiveOperatorsCheck338    LevelSetOStreamWritableCheck = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_LevelSetOStreamWritableCheck339    def __New_orig__():340        """__New_orig__()"""341        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2___New_orig__()342    __New_orig__ = staticmethod(__New_orig__)343    def SetLevelSetValue(self, *args):344        """SetLevelSetValue(self, double _arg)"""345        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetLevelSetValue(self, *args)346    def GetLevelSetValue(self):347        """GetLevelSetValue(self) -> double"""348        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetLevelSetValue(self)349    def SetNarrowBanding(self, *args):350        """SetNarrowBanding(self, bool _arg)"""351        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetNarrowBanding(self, *args)352    def GetNarrowBanding(self):353        """GetNarrowBanding(self) -> bool"""354        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetNarrowBanding(self)355    def NarrowBandingOn(self):356        """NarrowBandingOn(self)"""357        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_NarrowBandingOn(self)358    def NarrowBandingOff(self):359        """NarrowBandingOff(self)"""360        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_NarrowBandingOff(self)361    def SetInputNarrowBandwidth(self, *args):362        """SetInputNarrowBandwidth(self, double _arg)"""363        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetInputNarrowBandwidth(self, *args)364    def GetInputNarrowBandwidth(self):365        """GetInputNarrowBandwidth(self) -> double"""366        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetInputNarrowBandwidth(self)367    def SetOutputNarrowBandwidth(self, *args):368        """SetOutputNarrowBandwidth(self, double _arg)"""369        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetOutputNarrowBandwidth(self, *args)370    def GetOutputNarrowBandwidth(self):371        """GetOutputNarrowBandwidth(self) -> double"""372        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetOutputNarrowBandwidth(self)373    def SetNarrowBandwidth(self, *args):374        """SetNarrowBandwidth(self, double value)"""375        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetNarrowBandwidth(self, *args)376    def SetInputNarrowBand(self, *args):377        """SetInputNarrowBand(self, itkVectorContainerUILSNF2 ptr)"""378        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetInputNarrowBand(self, *args)379    def GetInputNarrowBand(self):380        """GetInputNarrowBand(self)"""381        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetInputNarrowBand(self)382    def GetOutputNarrowBand(self):383        """GetOutputNarrowBand(self)"""384        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetOutputNarrowBand(self)385    __swig_destroy__ = _itkReinitializeLevelSetImageFilterPython.delete_itkReinitializeLevelSetImageFilterIF2386    def cast(*args):387        """cast(itkLightObject obj) -> itkReinitializeLevelSetImageFilterIF2"""388        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_cast(*args)389    cast = staticmethod(cast)390    def GetPointer(self):391        """GetPointer(self) -> itkReinitializeLevelSetImageFilterIF2"""392        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetPointer(self)393    def New(*args, **kargs):394        """New() -> itkReinitializeLevelSetImageFilterIF2395        396        Create a new object of the class itkReinitializeLevelSetImageFilterIF2 and set the input and the parameters if some397        named or non-named arguments are passed to that method.398        399        New() tries to assign all the non named parameters to the input of the new objects - the400        first non named parameter in the first input, etc.401        402        The named parameters are used by calling the method with the same name prefixed by 'Set'.403        404        Ex:405        406          itkReinitializeLevelSetImageFilterIF2.New( reader, Threshold=10 ) 407        408        is (most of the time) equivalent to:409        410          obj = itkReinitializeLevelSetImageFilterIF2.New()411          obj.SetInput( 0, reader.GetOutput() )412          obj.SetThreshold( 10 )413        """414        obj = itkReinitializeLevelSetImageFilterIF2.__New_orig__()415        import itkTemplate416        itkTemplate.New(obj, *args, **kargs)417        return obj418    New = staticmethod(New)419itkReinitializeLevelSetImageFilterIF2.SetLevelSetValue = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetLevelSetValue,None,itkReinitializeLevelSetImageFilterIF2)420itkReinitializeLevelSetImageFilterIF2.GetLevelSetValue = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetLevelSetValue,None,itkReinitializeLevelSetImageFilterIF2)421itkReinitializeLevelSetImageFilterIF2.SetNarrowBanding = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetNarrowBanding,None,itkReinitializeLevelSetImageFilterIF2)422itkReinitializeLevelSetImageFilterIF2.GetNarrowBanding = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetNarrowBanding,None,itkReinitializeLevelSetImageFilterIF2)423itkReinitializeLevelSetImageFilterIF2.NarrowBandingOn = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_NarrowBandingOn,None,itkReinitializeLevelSetImageFilterIF2)424itkReinitializeLevelSetImageFilterIF2.NarrowBandingOff = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_NarrowBandingOff,None,itkReinitializeLevelSetImageFilterIF2)425itkReinitializeLevelSetImageFilterIF2.SetInputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetInputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterIF2)426itkReinitializeLevelSetImageFilterIF2.GetInputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetInputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterIF2)427itkReinitializeLevelSetImageFilterIF2.SetOutputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetOutputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterIF2)428itkReinitializeLevelSetImageFilterIF2.GetOutputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetOutputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterIF2)429itkReinitializeLevelSetImageFilterIF2.SetNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetNarrowBandwidth,None,itkReinitializeLevelSetImageFilterIF2)430itkReinitializeLevelSetImageFilterIF2.SetInputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_SetInputNarrowBand,None,itkReinitializeLevelSetImageFilterIF2)431itkReinitializeLevelSetImageFilterIF2.GetInputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetInputNarrowBand,None,itkReinitializeLevelSetImageFilterIF2)432itkReinitializeLevelSetImageFilterIF2.GetOutputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetOutputNarrowBand,None,itkReinitializeLevelSetImageFilterIF2)433itkReinitializeLevelSetImageFilterIF2.GetPointer = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_GetPointer,None,itkReinitializeLevelSetImageFilterIF2)434itkReinitializeLevelSetImageFilterIF2_swigregister = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_swigregister435itkReinitializeLevelSetImageFilterIF2_swigregister(itkReinitializeLevelSetImageFilterIF2)436def itkReinitializeLevelSetImageFilterIF2___New_orig__():437  """itkReinitializeLevelSetImageFilterIF2___New_orig__()"""438  return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2___New_orig__()439def itkReinitializeLevelSetImageFilterIF2_cast(*args):440  """itkReinitializeLevelSetImageFilterIF2_cast(itkLightObject obj) -> itkReinitializeLevelSetImageFilterIF2"""441  return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF2_cast(*args)442class itkReinitializeLevelSetImageFilterIF3(itkImageToImageFilterAPython.itkImageToImageFilterIF3IF3):443    """Proxy of C++ itkReinitializeLevelSetImageFilterIF3 class"""444    thisown = _swig_property(lambda x: x.this.own(), lambda x, v: x.this.own(v), doc='The membership flag')445    def __init__(self, *args, **kwargs): raise AttributeError("No constructor defined")446    __repr__ = _swig_repr447    SetDimension = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetDimension448    LevelSetDoubleAdditiveOperatorsCheck = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_LevelSetDoubleAdditiveOperatorsCheck449    LevelSetOStreamWritableCheck = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_LevelSetOStreamWritableCheck450    def __New_orig__():451        """__New_orig__()"""452        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3___New_orig__()453    __New_orig__ = staticmethod(__New_orig__)454    def SetLevelSetValue(self, *args):455        """SetLevelSetValue(self, double _arg)"""456        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetLevelSetValue(self, *args)457    def GetLevelSetValue(self):458        """GetLevelSetValue(self) -> double"""459        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetLevelSetValue(self)460    def SetNarrowBanding(self, *args):461        """SetNarrowBanding(self, bool _arg)"""462        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetNarrowBanding(self, *args)463    def GetNarrowBanding(self):464        """GetNarrowBanding(self) -> bool"""465        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetNarrowBanding(self)466    def NarrowBandingOn(self):467        """NarrowBandingOn(self)"""468        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_NarrowBandingOn(self)469    def NarrowBandingOff(self):470        """NarrowBandingOff(self)"""471        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_NarrowBandingOff(self)472    def SetInputNarrowBandwidth(self, *args):473        """SetInputNarrowBandwidth(self, double _arg)"""474        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetInputNarrowBandwidth(self, *args)475    def GetInputNarrowBandwidth(self):476        """GetInputNarrowBandwidth(self) -> double"""477        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetInputNarrowBandwidth(self)478    def SetOutputNarrowBandwidth(self, *args):479        """SetOutputNarrowBandwidth(self, double _arg)"""480        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetOutputNarrowBandwidth(self, *args)481    def GetOutputNarrowBandwidth(self):482        """GetOutputNarrowBandwidth(self) -> double"""483        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetOutputNarrowBandwidth(self)484    def SetNarrowBandwidth(self, *args):485        """SetNarrowBandwidth(self, double value)"""486        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetNarrowBandwidth(self, *args)487    def SetInputNarrowBand(self, *args):488        """SetInputNarrowBand(self, itkVectorContainerUILSNF3 ptr)"""489        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetInputNarrowBand(self, *args)490    def GetInputNarrowBand(self):491        """GetInputNarrowBand(self)"""492        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetInputNarrowBand(self)493    def GetOutputNarrowBand(self):494        """GetOutputNarrowBand(self)"""495        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetOutputNarrowBand(self)496    __swig_destroy__ = _itkReinitializeLevelSetImageFilterPython.delete_itkReinitializeLevelSetImageFilterIF3497    def cast(*args):498        """cast(itkLightObject obj) -> itkReinitializeLevelSetImageFilterIF3"""499        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_cast(*args)500    cast = staticmethod(cast)501    def GetPointer(self):502        """GetPointer(self) -> itkReinitializeLevelSetImageFilterIF3"""503        return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetPointer(self)504    def New(*args, **kargs):505        """New() -> itkReinitializeLevelSetImageFilterIF3506        507        Create a new object of the class itkReinitializeLevelSetImageFilterIF3 and set the input and the parameters if some508        named or non-named arguments are passed to that method.509        510        New() tries to assign all the non named parameters to the input of the new objects - the511        first non named parameter in the first input, etc.512        513        The named parameters are used by calling the method with the same name prefixed by 'Set'.514        515        Ex:516        517          itkReinitializeLevelSetImageFilterIF3.New( reader, Threshold=10 ) 518        519        is (most of the time) equivalent to:520        521          obj = itkReinitializeLevelSetImageFilterIF3.New()522          obj.SetInput( 0, reader.GetOutput() )523          obj.SetThreshold( 10 )524        """525        obj = itkReinitializeLevelSetImageFilterIF3.__New_orig__()526        import itkTemplate527        itkTemplate.New(obj, *args, **kargs)528        return obj529    New = staticmethod(New)530itkReinitializeLevelSetImageFilterIF3.SetLevelSetValue = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetLevelSetValue,None,itkReinitializeLevelSetImageFilterIF3)531itkReinitializeLevelSetImageFilterIF3.GetLevelSetValue = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetLevelSetValue,None,itkReinitializeLevelSetImageFilterIF3)532itkReinitializeLevelSetImageFilterIF3.SetNarrowBanding = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetNarrowBanding,None,itkReinitializeLevelSetImageFilterIF3)533itkReinitializeLevelSetImageFilterIF3.GetNarrowBanding = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetNarrowBanding,None,itkReinitializeLevelSetImageFilterIF3)534itkReinitializeLevelSetImageFilterIF3.NarrowBandingOn = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_NarrowBandingOn,None,itkReinitializeLevelSetImageFilterIF3)535itkReinitializeLevelSetImageFilterIF3.NarrowBandingOff = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_NarrowBandingOff,None,itkReinitializeLevelSetImageFilterIF3)536itkReinitializeLevelSetImageFilterIF3.SetInputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetInputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterIF3)537itkReinitializeLevelSetImageFilterIF3.GetInputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetInputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterIF3)538itkReinitializeLevelSetImageFilterIF3.SetOutputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetOutputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterIF3)539itkReinitializeLevelSetImageFilterIF3.GetOutputNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetOutputNarrowBandwidth,None,itkReinitializeLevelSetImageFilterIF3)540itkReinitializeLevelSetImageFilterIF3.SetNarrowBandwidth = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetNarrowBandwidth,None,itkReinitializeLevelSetImageFilterIF3)541itkReinitializeLevelSetImageFilterIF3.SetInputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_SetInputNarrowBand,None,itkReinitializeLevelSetImageFilterIF3)542itkReinitializeLevelSetImageFilterIF3.GetInputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetInputNarrowBand,None,itkReinitializeLevelSetImageFilterIF3)543itkReinitializeLevelSetImageFilterIF3.GetOutputNarrowBand = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetOutputNarrowBand,None,itkReinitializeLevelSetImageFilterIF3)544itkReinitializeLevelSetImageFilterIF3.GetPointer = new_instancemethod(_itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_GetPointer,None,itkReinitializeLevelSetImageFilterIF3)545itkReinitializeLevelSetImageFilterIF3_swigregister = _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3_swigregister546itkReinitializeLevelSetImageFilterIF3_swigregister(itkReinitializeLevelSetImageFilterIF3)547def itkReinitializeLevelSetImageFilterIF3___New_orig__():548  """itkReinitializeLevelSetImageFilterIF3___New_orig__()"""549  return _itkReinitializeLevelSetImageFilterPython.itkReinitializeLevelSetImageFilterIF3___New_orig__()550def itkReinitializeLevelSetImageFilterIF3_cast(*args):551  """itkReinitializeLevelSetImageFilterIF3_cast(itkLightObject obj) -> itkReinitializeLevelSetImageFilterIF3"""...

LearningRateFunctions.py

Source:LearningRateFunctions.py

...50                         self.onIterationEnd,51                         self.onEpochEnd,52                         alpha_zero)5354    def reinitialize(self):55        return5657    def onEpochEnd(self):58        return5960    def onIterationEnd(self):61        return6263    def updateLearningRate(self):64        return656667class StepDecay(LearningRateFunc):68    """ Multiplies learning rate every `epoch_freq` epochs69        with `decay_rate`.70        Typical values might be reducing the learning rate71        by a half every 5 epochs, or by 0.1 every 20 epochs or72        whenever the validation error stops improving73        multiply by 0.574    """75    # parent attributes:76    # learning_rate7778    # attributes:79    # alpha_zero  # initial learning rate80    # decay_rate81    # num_epoch82    # epoch_freq8384    def __init__(self, alpha_zero, epoch_freq, decay_rate):85        super().__init__(self.reinitialize,86                         self.onIterationEnd,87                         self.onEpochEnd,88                         alpha_zero)89        self.alpha_zero = alpha_zero90        self.epoch_freq = epoch_freq91        self.decay_rate = decay_rate92        self.reinitialize()9394    def reinitialize(self):95        self.num_epoch = self.epoch_freq96        self.learning_rate = self.alpha_zero9798    def onEpochEnd(self):99        self.num_epoch -= 1100        if self.num_epoch == 0:101            self.updateLearningRate()102            self.num_epoch = self.epoch_freq103104    def onIterationEnd(self):105        return106107    def updateLearningRate(self):108        """ num_epoch is zero-indexed and when equal to 0109            then learning rate is alpha zero.110        """111        self.learning_rate *= self.decay_rate112113114class OneOverT(LearningRateFunc):115    """ alpha = alpha_zero / (1 + decay_rate * num_iter) """116    # parent attributes:117    # learning_rate118119    # attributes:120    # alpha_zero  # initial learning rate121    # decay_rate122    # num_iter123124    def __init__(self, alpha_zero, decay_rate):125        super().__init__(self.reinitialize,126                         self.onIterationEnd,127                         self.onEpochEnd,128                         alpha_zero)129        self.alpha_zero = alpha_zero130        self.decay_rate = decay_rate131        self.reinitialize()132133    def reinitialize(self):134        self.num_iter = 0135        self.learning_rate = self.alpha_zero136137    def onEpochEnd(self):138        return139140    def onIterationEnd(self):141        self.num_iter += 1142        self.updateLearningRate()143144    def updateLearningRate(self):145        """ num_iter is zero-indexed and when equal to 0146            then learning rate is alpha zero.147        """148        self.learning_rate = self.alpha_zero \149                           / (1. + self.decay_rate * self.num_iter)150151152class ExponentialDecayNumIter(LearningRateFunc):153    """ alpha = alpha_zero * exp(-decay_rate * iter_idx) """154    # parent attributes:155    # learning_rate156157    # attributes:158    # alpha_zero  # initial learning rate159    # decay_rate160    # num_iter161162    def __init__(self, alpha_zero, decay_rate):163        super().__init__(self.reinitialize,164                         self.onIterationEnd,165                         self.onEpochEnd,166                         alpha_zero)167        self.alpha_zero = alpha_zero168        self.decay_rate = decay_rate169        self.reinitialize()170171    def reinitialize(self):172        self.num_iter = 0173        self.learning_rate = self.alpha_zero174175    def onEpochEnd(self):176        return177178    def onIterationEnd(self):179        self.num_iter += 1180        self.updateLearningRate()181182    def updateLearningRate(self):183        """ num_iter is zero-indexed and when equal to 0184            then learning rate is alpha zero.185        """186        self.learning_rate = self.alpha_zero \187                           * np.exp(-self.decay_rate * self.num_iter)188189190class ExponentialDecayNumEpochs(LearningRateFunc):191    """ alpha = alpha_zero * exp(-decay_rate * epoch_idx) """192    # parent attributes:193    # learning_rate194195    # attributes:196    # alpha_zero  # initial learning rate197    # decay_rate198    # num_epoch199200    def __init__(self, alpha_zero, decay_rate):201        super().__init__(self.reinitialize,202                         self.onIterationEnd,203                         self.onEpochEnd,204                         alpha_zero)205        self.alpha_zero = alpha_zero206        self.decay_rate = decay_rate207        self.reinitialize()208209    def reinitialize(self):210        self.num_epoch = 0211        self.learning_rate = self.alpha_zero212213    def onEpochEnd(self):214        self.num_epoch += 1215        self.updateLearningRate()216217    def onIterationEnd(self):218        return219220    def updateLearningRate(self):221        """ num_epoch is zero-indexed and when equal to 0222            then learning rate is alpha zero.223        """
...

DataBuffer.py

Source:DataBuffer.py

1import numpy as np2from .State import State3from typing import List, Tuple4class DataBuffer:5    """6    Keeps track of <size> latest states7    """8    # This list keeps track of the <size> latest states that the agent has9    # encountered10    buffer: List[State]11    # The number of states we're keeping track of12    size: int13    # Whether to reinitialize the buffer at the next iteration14    reinitialize_next: bool15    def __init__(self, size: int = 1):16        self.buffer = []17        self.size = size18        self.reinitialize_next = True19    def get_input_tensor(self, in_batch: bool = True) -> np.array:20        """21        :param in_batch:22        :return:23        """24        arr = np.array(self.buffer)25        if self.size == 1 or in_batch:26            return arr27        else:28            return arr.reshape((1,) + arr.shape)29    def get_input_shape(self) -> Tuple[int, int]:30        """31        Returns the shape of the buffer as a tuple32        :return: the shape of the buffer33        """34        return self.size, 335    def assign_to_buffer(self, state: State) -> None:36        """37        Adds <state> to the buffer38        :param state: the latest state observed by the agent39        :return: None40        """41        if isinstance(state, State):42            state = state.get_individual_tensor()43        if len(self.buffer) >= self.size:44            self.buffer.pop(0)45        self.buffer.append(state)46    def reinitialize_buffer(self, state: State):47        for _ in range(self.size):48            self.assign_to_buffer(state)49        self.set_reinitialize_next(False)50    def set_reinitialize_next(self, reinitialize: bool):...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.