示例#1
0
class NeuralNetWork(Miner):
    def __init__(self):
        self.appliance = 'aircon'
        self.nnw = NNW(self.appliance)

    def mining(self, data):
        predict = self.predict(data['data'])
        return self.recommend(data['target'][self.appliance], predict)

    def predict(self, data):
        data = np.array([data]).astype(np.float32)
        return self.nnw.predict(data)[0]

    def recommend(self, current, predict):
        if predict is not None and current != predict:
            return [{'appliance': self.appliance, 'method': predict}]
        else:
            return []
示例#2
0
class NeuralNetWork(Miner):

    def __init__(self):
        self.appliance = 'ceilinglight'        
        self.nnw = NNW(self.appliance)

    def mining(self, data):
        predict = self.predict(data['data'])
        return self.recommend(data['target'][self.appliance], predict)

    def predict(self, data):
        data = np.array([data]).astype(np.float32)        
        return self.nnw.predict(data)[0]

    def recommend(self, current, predict):
        if predict is not None and current != predict:        
            return [{'appliance': self.appliance, 'method': predict}]
        else:
            return []
示例#3
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 def __init__(self):
     self.appliance = 'ceilinglight'        
     self.nnw = NNW(self.appliance)
示例#4
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 def __init__(self):
     self.appliance = 'viera'        
     self.nnw = NNW(self.appliance)
示例#5
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 def __init__(self):
     self.appliance = 'aircon'        
     self.nnw = NNW(self.appliance)
示例#6
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 def __init__(self):
     self.appliance = 'aircon'
     self.nnw = NNW(self.appliance)
示例#7
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 def __init__(self):
     self.appliance = 'curtain'
     self.nnw = NNW(self.appliance)
示例#8
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 def __init__(self):
     self.appliance = 'fan'        
     self.nnw = NNW(self.appliance)
示例#9
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 def __init__(self):
     self.appliance = 'ceilinglight'
     self.nnw = NNW(self.appliance)