def __init__(self, frame):
self.frame = frame
self.model = nets.NetEditor.newNet(100, 10, Neurons.Sigmoid(),
nets.Net.leastSquaredDerivative,
(Neurons.Sigmoid(), 55))
self.buttons = list()
self.font = pygame.font.SysFont("arial", 14)
def __init__(self, n, weight_lenght, type):
neurons = []
for i in range(n):
weight = []
bias = random.uniform(-2, 2)
for w in range(weight_lenght):
weight.append(random.uniform(-2, 2))
if type == "sigmoid":
neuron = Neurons.Sigmoid(weight, bias)
else:
neuron = Neurons.Perceptron(weight, bias)
neurons.append(neuron)
self.neurons = neurons
self.next_layer = None
self.previous_layer = None
def onClick(self):
layer = nets.Layer(Neurons.Sigmoid(), 3, nets.Layer.HIDDEN)
nets.NetEditor.spliceIn(layer, self.upLayer, self.downLayer)