Exemplos de Perceptron em Python

Exemplo n.º 1

    def testTrainBufferPerceptron(self):
        dataSetName = 'buffer_dataset'
        container = DataFetcher().fetchDataSet(dataSetName)

        perceptron = Perceptron(container, 0.1, 15)
        perceptron.train()

        weightVector = perceptron.getWeightVector()
        expectedLength = container.getDataVectorLength() + 1
        self.assertEqual(len(weightVector), expectedLength)

Exemplo n.º 2

Arquivo: PerceptronTest.py Projeto: vambola/3rd

 def testTrainBufferPerceptron(self):
     dataSetName = 'buffer_dataset'
     container = DataFetcher().fetchDataSet(dataSetName)
            
     perceptron = Perceptron(container, 0.1, 15) 
     perceptron.train()
     
     weightVector = perceptron.getWeightVector()
     expectedLength = container.getDataVectorLength() + 1
     self.assertEqual(len(weightVector), expectedLength)

Exemplo n.º 3

Arquivo: Main.py Projeto: vambola/3rd

 def trainPerceptron(self, dataSetName, alpha, iterations):
     container = DataFetcher().fetchDataSet(dataSetName)
     perceptron = Perceptron(container, 0.1, 15)
     perceptron.train()
     
     return perceptron

Exemplo n.º 4

Arquivo: Main.py Projeto: vambola/3rd

    def trainPerceptron(self, dataSetName, alpha, iterations):
        container = DataFetcher().fetchDataSet(dataSetName)
        perceptron = Perceptron(container, 0.1, 15)
        perceptron.train()

        return perceptron