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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):...
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