from Net import Net
#timeVideo="4"
timeVideo = "4.554"
a = 10
if __name__ == '__main__':
topology = []
topology.append(3)
topology.append(2)
topology.append(1)
#print(topology)
myNet = Net(topology)
inputVals = [1, 2, 3, 4]
myNet.feedForward(inputVals)
result = myNet.getReseults()
print(result)
# Conf of the net
config = [2, 3, 3, 1]
nn = Net(config)
for i in range(0, 2000):
# Generate dataset
a = 0.0 if random.uniform(0.0, 1.0) <= 0.5 else 1.0
b = 0.0 if random.uniform(0.0, 1.0) > 0.5 else 1.0
# Target value
res = int(a) ^ int(b)
inputVals = []
inputVals.append(a)
inputVals.append(b)
targetVals = []
targetVals.append(res)
nn.feedForward(inputVals)
print "Inputs : " + str(inputVals)
nn.backPropagation(targetVals)
print "Target : " + str(targetVals[0])
resultVals = []
resultVals = nn.getResults()
print resultVals
print "========="
