Hierarchy For All Packages

Package Hierarchies:

• smile.hash,
• smile.math,
• smile.math.distance,
• smile.math.kernel,
• smile.math.matrix,
• smile.math.random,
• smile.math.rbf,
• smile.math.special,
• smile.sort,
• smile.stat.distribution,
• smile.stat.hypothesis

Class Hierarchy

• java.lang.Object
  • smile.math.AbstractDifferentiableMultivariateFunction (implements smile.math.DifferentiableMultivariateFunction)
  • smile.stat.distribution.AbstractDistribution (implements smile.stat.distribution.Distribution)
    • smile.stat.distribution.BetaDistribution (implements smile.stat.distribution.ExponentialFamily)
    • smile.stat.distribution.ChiSquareDistribution (implements smile.stat.distribution.ExponentialFamily)
    • smile.stat.distribution.DiscreteDistribution
      • smile.stat.distribution.BernoulliDistribution
      • smile.stat.distribution.BinomialDistribution
      • smile.stat.distribution.DiscreteMixture
        • smile.stat.distribution.DiscreteExponentialFamilyMixture
      • smile.stat.distribution.EmpiricalDistribution
      • smile.stat.distribution.GeometricDistribution (implements smile.stat.distribution.DiscreteExponentialFamily)
      • smile.stat.distribution.HyperGeometricDistribution
      • smile.stat.distribution.NegativeBinomialDistribution
      • smile.stat.distribution.PoissonDistribution (implements smile.stat.distribution.DiscreteExponentialFamily)
      • smile.stat.distribution.ShiftedGeometricDistribution (implements smile.stat.distribution.DiscreteExponentialFamily)
    • smile.stat.distribution.ExponentialDistribution (implements smile.stat.distribution.ExponentialFamily)
    • smile.stat.distribution.FDistribution
    • smile.stat.distribution.GammaDistribution (implements smile.stat.distribution.ExponentialFamily)
    • smile.stat.distribution.GaussianDistribution (implements smile.stat.distribution.ExponentialFamily)
    • smile.stat.distribution.LogisticDistribution
    • smile.stat.distribution.LogNormalDistribution
    • smile.stat.distribution.Mixture
      • smile.stat.distribution.ExponentialFamilyMixture
        • smile.stat.distribution.GaussianMixture
    • smile.stat.distribution.TDistribution
    • smile.stat.distribution.WeibullDistribution
  • smile.stat.distribution.AbstractMultivariateDistribution (implements smile.stat.distribution.MultivariateDistribution)
    • smile.stat.distribution.MultivariateGaussianDistribution (implements smile.stat.distribution.MultivariateExponentialFamily)
    • smile.stat.distribution.MultivariateMixture
      • smile.stat.distribution.MultivariateExponentialFamilyMixture
        • smile.stat.distribution.MultivariateGaussianMixture
  • smile.math.matrix.BandMatrix (implements smile.math.matrix.LinearSolver, smile.math.matrix.Matrix)
  • smile.math.special.Beta
  • smile.stat.distribution.BIC
  • smile.math.matrix.BiconjugateGradient
  • smile.math.kernel.BinarySparseGaussianKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.kernel.BinarySparseHyperbolicTangentKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.kernel.BinarySparseLaplacianKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.kernel.BinarySparseLinearKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.kernel.BinarySparsePolynomialKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.kernel.BinarySparseThinPlateSplineKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.distance.ChebyshevDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.stat.hypothesis.ChiSqTest
  • smile.math.matrix.CholeskyDecomposition
  • smile.math.matrix.ColumnMajorMatrix (implements smile.math.matrix.DenseMatrix)
  • smile.math.Complex (implements java.io.Serializable)
  • smile.math.distance.CorrelationDistance (implements smile.math.distance.Distance<T>, java.io.Serializable)
  • smile.stat.hypothesis.CorTest
  • smile.stat.distribution.DiscreteMixture.Component
  • smile.math.DoubleArrayList (implements java.io.Serializable)
  • smile.sort.DoubleHeapSelect
  • smile.math.distance.DynamicTimeWarping<T> (implements smile.math.distance.Distance<T>, java.io.Serializable)
  • smile.math.distance.EditDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.math.matrix.EigenValueDecomposition
  • smile.math.special.Erf
  • smile.math.distance.EuclideanDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.sort.FloatHeapSelect
  • smile.stat.hypothesis.FTest
  • smile.math.special.Gamma
  • smile.math.kernel.GaussianKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.rbf.GaussianRadialBasis (implements smile.math.rbf.RadialBasisFunction, java.io.Serializable)
  • smile.math.distance.HammingDistance<T> (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.sort.HeapSelect<T>
  • smile.sort.HeapSort
  • smile.math.kernel.HellingerKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.Histogram
  • smile.math.kernel.HyperbolicTangentKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.IntArrayList (implements java.io.Serializable)
  • smile.sort.IntHeapSelect
  • smile.math.rbf.InverseMultiquadricRadialBasis (implements smile.math.rbf.RadialBasisFunction, java.io.Serializable)
  • smile.sort.IQAgent
  • smile.math.distance.JaccardDistance<T> (implements smile.math.distance.Distance<T>, java.io.Serializable)
  • smile.math.distance.JensenShannonDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.stat.distribution.KernelDensity (implements smile.stat.distribution.Distribution)
  • smile.stat.hypothesis.KSTest
  • smile.math.matrix.Lanczos
  • smile.math.kernel.LaplacianKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.distance.LeeDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.math.kernel.LinearKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.matrix.LUDecomposition
  • smile.math.distance.MahalanobisDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.math.distance.ManhattanDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.math.Math
  • smile.math.random.MersenneTwister (implements smile.math.random.RandomNumberGenerator)
  • smile.math.random.MersenneTwister64 (implements smile.math.random.RandomNumberGenerator)
  • smile.math.distance.MinkowskiDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.stat.distribution.Mixture.Component
  • smile.math.rbf.MultiquadricRadialBasis (implements smile.math.rbf.RadialBasisFunction, java.io.Serializable)
  • smile.stat.distribution.MultivariateMixture.Component
  • smile.hash.MurmurHash
  • smile.math.matrix.NaiveMatrix (implements smile.math.matrix.DenseMatrix)
  • smile.math.matrix.PageRank
  • smile.math.kernel.PearsonKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.kernel.PolynomialKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.matrix.PowerIteration
  • smile.sort.PriorityQueue
  • smile.math.matrix.QRDecomposition
  • smile.sort.QuickSelect
  • smile.sort.QuickSort
  • smile.math.Random
  • smile.math.matrix.RowMajorMatrix (implements smile.math.matrix.DenseMatrix)
  • smile.sort.ShellSort
  • smile.math.matrix.SingularValueDecomposition
  • smile.sort.SortUtils
  • smile.math.SparseArray (implements java.lang.Iterable<T>, java.io.Serializable)
  • smile.math.SparseArray.Entry (implements java.io.Serializable)
  • smile.math.distance.SparseChebyshevDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.math.distance.SparseEuclideanDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.math.kernel.SparseGaussianKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.kernel.SparseHyperbolicTangentKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.kernel.SparseLaplacianKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.kernel.SparseLinearKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.distance.SparseManhattanDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.math.matrix.SparseMatrix (implements smile.math.matrix.Matrix, smile.math.matrix.MatrixMultiplication<A,B>)
  • smile.math.distance.SparseMinkowskiDistance (implements smile.math.distance.Metric<T>, java.io.Serializable)
  • smile.math.kernel.SparsePolynomialKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.kernel.SparseThinPlateSplineKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.math.rbf.ThinPlateRadialBasis (implements smile.math.rbf.RadialBasisFunction, java.io.Serializable)
  • smile.math.kernel.ThinPlateSplineKernel (implements smile.math.kernel.MercerKernel<T>, java.io.Serializable)
  • smile.stat.hypothesis.TTest
  • smile.math.random.UniversalGenerator (implements smile.math.random.RandomNumberGenerator)

Interface Hierarchy

• smile.stat.distribution.DiscreteExponentialFamily
• smile.math.distance.Distance<T>
  • smile.math.distance.Metric<T>
• smile.stat.distribution.Distribution
• smile.stat.distribution.ExponentialFamily
• smile.math.Function
  • smile.math.DifferentiableFunction
  • smile.math.rbf.RadialBasisFunction
• smile.math.kernel.KernelMatrix
• smile.math.matrix.LinearSolver
• smile.math.matrix.Matrix
  • smile.math.matrix.DenseMatrix (also extends smile.math.matrix.MatrixMultiplication<A,B>)
• smile.math.matrix.MatrixMultiplication<A,B>
  • smile.math.matrix.DenseMatrix (also extends smile.math.matrix.Matrix)
• smile.math.kernel.MercerKernel<T>
• smile.stat.distribution.MultivariateDistribution
• smile.stat.distribution.MultivariateExponentialFamily
• smile.math.MultivariateFunction
  • smile.math.DifferentiableMultivariateFunction
• smile.math.matrix.Preconditioner
• smile.math.random.RandomNumberGenerator