Serialized Form
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Package libai.ants
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Class libai.ants.AntFrameworkException extends java.lang.Exception implements Serializable
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Package libai.common.functions
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Class libai.common.functions.ArcTangent extends java.lang.Object implements Serializable
- serialVersionUID:
- 1967026062364806506L
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Class libai.common.functions.Gaussian extends java.lang.Object implements Serializable
- serialVersionUID:
- 8592095509162668948L
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Class libai.common.functions.HyperbolicTangent extends java.lang.Object implements Serializable
- serialVersionUID:
- 452564541626561512L
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Class libai.common.functions.Identity extends java.lang.Object implements Serializable
- serialVersionUID:
- 6331460636579541011L
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Class libai.common.functions.Sigmoid extends java.lang.Object implements Serializable
- serialVersionUID:
- 910726042653348547L
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Class libai.common.functions.Sign extends java.lang.Object implements Serializable
- serialVersionUID:
- 1166867398304665624L
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Class libai.common.functions.Sinc extends java.lang.Object implements Serializable
- serialVersionUID:
- 5841748521168749702L
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Class libai.common.functions.SymmetricSign extends java.lang.Object implements Serializable
- serialVersionUID:
- 3125748303856269229L
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Package libai.common.kernels
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Class libai.common.kernels.GaussianKernel extends java.lang.Object implements Serializable
- serialVersionUID:
- 7002651958563140173L
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Serialized Fields
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gamma
double gamma
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Class libai.common.kernels.LinearKernel extends java.lang.Object implements Serializable
- serialVersionUID:
- 1077977714890090768L
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Class libai.common.kernels.PolynomialKernel extends java.lang.Object implements Serializable
- serialVersionUID:
- 5132845207274843125L
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Serialized Fields
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a
double a
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c
double c
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p
double p
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Class libai.common.kernels.SigmoidalKernel extends java.lang.Object implements Serializable
- serialVersionUID:
- 5132845207274843125L
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Serialized Fields
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a
double a
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b
double b
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Package libai.common.matrix
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Class libai.common.matrix.Column extends Matrix implements Serializable
- serialVersionUID:
- 836410303513443555L
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Class libai.common.matrix.Matrix extends java.lang.Object implements Serializable
- serialVersionUID:
- 4152602945322905714L
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Serialized Fields
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columns
int columns
Number of rows and columns of the matrix. -
matrix
double[] matrix
Matrix's data, stored for row in a sequential array. -
rows
int rows
Number of rows and columns of the matrix.
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Class libai.common.matrix.Row extends Matrix implements Serializable
- serialVersionUID:
- 471750854178537656L
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Package libai.nn
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Class libai.nn.NeuralNetwork extends java.lang.Object implements Serializable
- serialVersionUID:
- 2851521924022998819L
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Serialized Fields
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random
java.util.Random random
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Package libai.nn.supervised
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Class libai.nn.supervised.Adaline extends Perceptron implements Serializable
- serialVersionUID:
- 6108456796562627466L
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Class libai.nn.supervised.Hebb extends SupervisedLearning implements Serializable
- serialVersionUID:
- 7754681003525186940L
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Serialized Fields
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phi
double phi
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W
Matrix W
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Class libai.nn.supervised.LVQ extends SupervisedLearning implements Serializable
- serialVersionUID:
- 6603129562167746698L
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Class libai.nn.supervised.MultiLayerPerceptron extends SupervisedLearning implements Serializable
- serialVersionUID:
- 3155220303024711102L
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Class libai.nn.supervised.Perceptron extends SupervisedLearning implements Serializable
- serialVersionUID:
- 2795822735956649552L
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Class libai.nn.supervised.RBF extends Adaline implements Serializable
- serialVersionUID:
- 6772562276994202439L
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Serialized Fields
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centers
Column[] centers
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nperlayer
int[] nperlayer
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sigma
double[] sigma
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Class libai.nn.supervised.SupervisedLearning extends NeuralNetwork implements Serializable
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Class libai.nn.supervised.SVM extends SupervisedLearning implements Serializable
- serialVersionUID:
- 5875835056527034341L
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Package libai.nn.unsupervised
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Class libai.nn.unsupervised.Competitive extends UnsupervisedLearning implements Serializable
- serialVersionUID:
- 3792932568798202152L
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Serialized Fields
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ins
int ins
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outs
int outs
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W
Matrix W
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Class libai.nn.unsupervised.Hopfield extends UnsupervisedLearning implements Serializable
- serialVersionUID:
- 9081060788269921587L
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Serialized Fields
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W
Matrix W
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Class libai.nn.unsupervised.Kohonen extends UnsupervisedLearning implements Serializable
- serialVersionUID:
- 8918172607912802829L
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Serialized Fields
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map
int[][] map
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neighborhood
double neighborhood
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nperlayer
int[] nperlayer
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stepsx
int[] stepsx
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stepsy
int[] stepsy
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W
Column[] W
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Class libai.nn.unsupervised.UnsupervisedLearning extends NeuralNetwork implements Serializable
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