def __init__(self, TNode=None):
self.__NodeWeight = SharedCounter.WEIGHT_START
self.__NodeInput = None
self.__Bais = random.uniform( SharedCounter.INITIAL_BAIS, SharedCounter.alpha)
self.TNode = TNode
self.LocalMax_Index = 0
self.LocalMin_Index = 0
self.LocalMax_Activation = 0
self.LocalMin_Activation = 1
Properties.__init__(self)
Identity.__init__(self)
def __init__(self, **kwargs):
Identity.__init__(self)
Container.__init__(self)
NodeGraph.__init__(self)
Position.__init__(self)
self.NumTNode = kwargs.get('NumTNode')
self.pass_counter = 1
attr = SharedCounter.Counter
for _ in range(attr, self.NumTNode + 1): # For all tensors
newTensor = TNode(layer=self) # Create a new instance of tensor
self.add(newTensor) # add tensor in Container
def __init__(self, **kwargs):
'''Pass NumLayer=?,NumTensor=?'''
Identity.__init__(self)
Container.__init__(self)
Position.__init__(self)
self.NumLayers = kwargs.get('NumLayer')
self.NumTensor = kwargs.get('NumTensor')
self._Data = None
# Model Initilization by private functions
self.__InitLayers()
self.__ConnectLayers()
self.__ConnectTensors()
self.__ConnectWeightsOfTensor()
def __init__(self, layer=None):
#id class
Identity.__init__(self)
#A wraped graph instance
NodeGraph.__init__(self)
#A position identifier
Position.__init__(self)
#A wraped weight dictionary
WeightDict.__init__(self)
#Node input class
_Activation.__init__(self, SharedCounter.INITIAL_ACTIVATION)
#Node Bais class
_Bais.__init__(self, SharedCounter.INITIAL_BAIS)
#Activation function , set at time of model init.
_ActivationFn.__init__(self)
#properties for each tnode, for different optimizing algorithms.
Properties.__init__(self)
self.Layer = layer
def __init__( self, x , y) : Identity.__init__(self, "Door", '+',x, y, 1, 1) self.isConnected = False
def __init__( self, type, character, x, y, nbLife) : Identity.__init__(self, type, character, x, y, 1, 1) self.nbLife = nbLife
def __init__ ( self, x, y, size_x, size_y) : Identity.__init__(self, "Room",'.', x, y, size_x, size_y) self.nbDoor = random.randint(1, 3) self.door = [] self.generateDoors()
def __init__(self, sz_x, sz_y): Identity.__init__(self, "Map", ' ', 0, 0, sz_x, sz_y) self.room = [] self.corridor = []
