Package sklearn.neural_network

Class MultilayerPerceptronUtil

  • public class MultilayerPerceptronUtil
extends java.lang.Object

    • Method Summary

      All Methods Static Methods Concrete Methods 
      Modifier and Type Method Description
      static java.util.List<org.dmg.pmml.neural_network.NeuralLayer> encodeNeuralLayers​(org.dmg.pmml.neural_network.NeuralInputs neuralInputs, int numberOfLayers, java.util.List<org.jpmml.python.HasArray> coefs, java.util.List<org.jpmml.python.HasArray> intercepts)  
      static java.util.List<org.dmg.pmml.neural_network.NeuralLayer> encodeNeuralLayers​(org.dmg.pmml.neural_network.NeuralInputs neuralInputs, java.util.List<org.jpmml.python.HasArray> coefs, java.util.List<org.jpmml.python.HasArray> intercepts)  
      static org.dmg.pmml.neural_network.NeuralNetwork encodeNeuralNetwork​(org.dmg.pmml.MiningFunction miningFunction, java.lang.String activation, java.util.List<org.jpmml.python.HasArray> coefs, java.util.List<org.jpmml.python.HasArray> intercepts, org.jpmml.converter.Schema schema)  
      static org.dmg.pmml.neural_network.NeuralOutputs encodeNeuralOutputs​(org.dmg.pmml.MiningFunction miningFunction, java.util.List<org.dmg.pmml.neural_network.NeuralLayer> neuralLayers, org.jpmml.converter.Label label)  
      static int getNumberOfFeatures​(java.util.List<org.jpmml.python.HasArray> coefs)  
      static org.dmg.pmml.neural_network.NeuralNetwork.ActivationFunction parseActivationFunction​(java.lang.String activation)  

      • Methods inherited from class java.lang.Object

        equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Method Detail

      • getNumberOfFeatures

        public static int getNumberOfFeatures​(java.util.List<org.jpmml.python.HasArray> coefs)

      • parseActivationFunction

        public static org.dmg.pmml.neural_network.NeuralNetwork.ActivationFunction parseActivationFunction​(java.lang.String activation)

      • encodeNeuralNetwork

        public static org.dmg.pmml.neural_network.NeuralNetwork encodeNeuralNetwork​(org.dmg.pmml.MiningFunction miningFunction,
                                                                            java.lang.String activation,
                                                                            java.util.List<org.jpmml.python.HasArray> coefs,
                                                                            java.util.List<org.jpmml.python.HasArray> intercepts,
                                                                            org.jpmml.converter.Schema schema)

      • encodeNeuralLayers

        public static java.util.List<org.dmg.pmml.neural_network.NeuralLayer> encodeNeuralLayers​(org.dmg.pmml.neural_network.NeuralInputs neuralInputs,
                                                                                         java.util.List<org.jpmml.python.HasArray> coefs,
                                                                                         java.util.List<org.jpmml.python.HasArray> intercepts)

      • encodeNeuralLayers

        public static java.util.List<org.dmg.pmml.neural_network.NeuralLayer> encodeNeuralLayers​(org.dmg.pmml.neural_network.NeuralInputs neuralInputs,
                                                                                         int numberOfLayers,
                                                                                         java.util.List<org.jpmml.python.HasArray> coefs,
                                                                                         java.util.List<org.jpmml.python.HasArray> intercepts)

      • encodeNeuralOutputs

        public static org.dmg.pmml.neural_network.NeuralOutputs encodeNeuralOutputs​(org.dmg.pmml.MiningFunction miningFunction,
                                                                            java.util.List<org.dmg.pmml.neural_network.NeuralLayer> neuralLayers,
                                                                            org.jpmml.converter.Label label)