| Package | Description | 
|---|---|
| org.apache.commons.math3.ml.neuralnet | Neural networks. | 
| org.apache.commons.math3.ml.neuralnet.oned | One-dimensional neural networks. | 
| org.apache.commons.math3.ml.neuralnet.twod | Two-dimensional neural networks. | 
| Modifier and Type | Method and Description | 
|---|---|
| static FeatureInitializer | FeatureInitializerFactory. function(UnivariateFunction f,
        double init,
        double inc)Creates an initializer from a univariate function  f(x). | 
| static FeatureInitializer | FeatureInitializerFactory. randomize(RealDistribution random,
         FeatureInitializer orig)Adds some amount of random data to the given initializer. | 
| static FeatureInitializer | FeatureInitializerFactory. uniform(double min,
       double max)Uniform sampling of the given range. | 
| static FeatureInitializer | FeatureInitializerFactory. uniform(RandomGenerator rng,
       double min,
       double max)Uniform sampling of the given range. | 
| Modifier and Type | Method and Description | 
|---|---|
| static FeatureInitializer | FeatureInitializerFactory. randomize(RealDistribution random,
         FeatureInitializer orig)Adds some amount of random data to the given initializer. | 
| Constructor and Description | 
|---|
| NeuronString(int num,
            boolean wrap,
            FeatureInitializer[] featureInit)Creates a one-dimensional network:
 Each neuron not located on the border of the mesh has two
 neurons linked to it. | 
| Constructor and Description | 
|---|
| NeuronSquareMesh2D(int numRows,
                  boolean wrapRowDim,
                  int numCols,
                  boolean wrapColDim,
                  SquareNeighbourhood neighbourhoodType,
                  FeatureInitializer[] featureInit)Creates a two-dimensional network composed of square cells:
 Each neuron not located on the border of the mesh has four
 neurons linked to it. | 
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