Hierarchy For Package gov.sandia.cognition.learning.function.scalar

Package Hierarchies:

• All Packages

Class Hierarchy

• java.lang.Object
  • gov.sandia.cognition.util.AbstractCloneableSerializable (implements gov.sandia.cognition.util.CloneableSerializable)
    • gov.sandia.cognition.math.AbstractScalarFunction<InputType> (implements gov.sandia.cognition.math.ScalarFunction<InputType>)
      • gov.sandia.cognition.learning.function.regression.AbstractRegressor<InputType>
        • gov.sandia.cognition.learning.function.scalar.LinearDiscriminant (implements gov.sandia.cognition.math.matrix.VectorInputEvaluator<InputType,OutputType>, gov.sandia.cognition.math.matrix.Vectorizable)
          • gov.sandia.cognition.learning.function.scalar.LinearDiscriminantWithBias
        • gov.sandia.cognition.learning.function.scalar.LinearVectorScalarFunction
        • gov.sandia.cognition.learning.function.scalar.VectorFunctionLinearDiscriminant<InputType> (implements gov.sandia.cognition.math.matrix.Vectorizable)
        • gov.sandia.cognition.learning.function.scalar.VectorFunctionToScalarFunction<InputType>
      • gov.sandia.cognition.math.AbstractUnivariateScalarFunction (implements gov.sandia.cognition.math.UnivariateScalarFunction)
        • gov.sandia.cognition.math.AbstractDifferentiableUnivariateScalarFunction (implements gov.sandia.cognition.math.DifferentiableUnivariateScalarFunction)
          • gov.sandia.cognition.learning.function.scalar.AtanFunction (implements gov.sandia.cognition.math.matrix.Vectorizable)
          • gov.sandia.cognition.learning.function.scalar.CosineFunction (implements gov.sandia.cognition.math.matrix.Vectorizable)
          • gov.sandia.cognition.learning.function.scalar.HardSigmoidFunction
          • gov.sandia.cognition.learning.function.scalar.HardTanHFunction
          • gov.sandia.cognition.learning.function.scalar.IdentityScalarFunction
          • gov.sandia.cognition.learning.function.scalar.LeakyRectifiedLinearFunction
          • gov.sandia.cognition.learning.function.scalar.LinearFunction
          • gov.sandia.cognition.learning.function.scalar.PolynomialFunction (implements gov.sandia.cognition.learning.algorithm.gradient.ParameterGradientEvaluator<InputType,OutputType,GradientType>)
          • gov.sandia.cognition.learning.function.scalar.PolynomialFunction.Linear (implements gov.sandia.cognition.learning.function.scalar.PolynomialFunction.ClosedForm)
            • gov.sandia.cognition.learning.function.scalar.PolynomialFunction.Quadratic
              • gov.sandia.cognition.learning.function.scalar.PolynomialFunction.Cubic (implements gov.sandia.cognition.learning.function.scalar.PolynomialFunction.ClosedForm)
          • gov.sandia.cognition.learning.function.scalar.RectifiedLinearFunction
          • gov.sandia.cognition.learning.function.scalar.SigmoidFunction
          • gov.sandia.cognition.learning.function.scalar.SoftPlusFunction
          • gov.sandia.cognition.learning.function.scalar.TanHFunction
        • gov.sandia.cognition.learning.function.scalar.ThresholdFunction (implements gov.sandia.cognition.math.matrix.Vectorizable)
      • gov.sandia.cognition.learning.function.scalar.VectorEntryFunction (implements gov.sandia.cognition.math.matrix.Vectorizable)
    • gov.sandia.cognition.evaluator.AbstractStatefulEvaluator<InputType,OutputType,StateType> (implements gov.sandia.cognition.evaluator.StatefulEvaluator<InputType,OutputType,StateType>)
      • gov.sandia.cognition.learning.function.scalar.KolmogorovSmirnovEvaluator
    • gov.sandia.cognition.learning.function.kernel.DefaultKernelContainer<InputType> (implements gov.sandia.cognition.learning.function.kernel.KernelContainer<InputType>)
      • gov.sandia.cognition.learning.function.scalar.KernelScalarFunction<InputType> (implements gov.sandia.cognition.learning.function.regression.Regressor<InputType>)
        • gov.sandia.cognition.learning.function.scalar.LocallyWeightedKernelScalarFunction<InputType>
    • gov.sandia.cognition.learning.function.LinearCombinationFunction<InputType,OutputType> (implements gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>, gov.sandia.cognition.math.matrix.Vectorizable)
      • gov.sandia.cognition.learning.function.scalar.LinearCombinationScalarFunction<InputType> (implements gov.sandia.cognition.learning.function.regression.Regressor<InputType>)
    • gov.sandia.cognition.learning.function.scalar.PolynomialFunction.Regression (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)
    • gov.sandia.cognition.learning.function.scalar.VectorFunctionToScalarFunction.Learner<InputType> (implements gov.sandia.cognition.learning.algorithm.SupervisedBatchLearner<InputType,OutputType,ResultType>)

Interface Hierarchy

• gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>
  • gov.sandia.cognition.math.DifferentiableEvaluator<InputType,OutputType,DerivativeType>
    • gov.sandia.cognition.math.DifferentiableUnivariateScalarFunction (also extends gov.sandia.cognition.math.UnivariateScalarFunction)
      • gov.sandia.cognition.learning.function.scalar.PolynomialFunction.ClosedForm
  • gov.sandia.cognition.math.ScalarFunction<InputType>
    • gov.sandia.cognition.math.UnivariateScalarFunction (also extends gov.sandia.cognition.evaluator.Evaluator<InputType,OutputType>)
      • gov.sandia.cognition.math.DifferentiableUnivariateScalarFunction (also extends gov.sandia.cognition.math.DifferentiableEvaluator<InputType,OutputType,DerivativeType>)
        • gov.sandia.cognition.learning.function.scalar.PolynomialFunction.ClosedForm
  • gov.sandia.cognition.math.UnivariateScalarFunction (also extends gov.sandia.cognition.math.ScalarFunction<InputType>)
    • gov.sandia.cognition.math.DifferentiableUnivariateScalarFunction (also extends gov.sandia.cognition.math.DifferentiableEvaluator<InputType,OutputType,DerivativeType>)
      • gov.sandia.cognition.learning.function.scalar.PolynomialFunction.ClosedForm