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## Hierarchy For All Packages

Package Hierarchies:
  org.apache.commons.math, org.apache.commons.math.analysis, org.apache.commons.math.analysis.integration, org.apache.commons.math.analysis.interpolation, org.apache.commons.math.analysis.polynomials, org.apache.commons.math.analysis.solvers, org.apache.commons.math.complex, org.apache.commons.math.dfp, org.apache.commons.math.distribution, org.apache.commons.math.estimation, org.apache.commons.math.exception, org.apache.commons.math.exception.util, org.apache.commons.math.fraction, org.apache.commons.math.genetics, org.apache.commons.math.geometry, org.apache.commons.math.linear, org.apache.commons.math.ode, org.apache.commons.math.ode.events, org.apache.commons.math.ode.jacobians, org.apache.commons.math.ode.nonstiff, org.apache.commons.math.ode.sampling, org.apache.commons.math.optimization, org.apache.commons.math.optimization.direct, org.apache.commons.math.optimization.fitting, org.apache.commons.math.optimization.general, org.apache.commons.math.optimization.linear, org.apache.commons.math.optimization.univariate, org.apache.commons.math.random, org.apache.commons.math.special, org.apache.commons.math.stat, org.apache.commons.math.stat.clustering, org.apache.commons.math.stat.correlation, org.apache.commons.math.stat.descriptive, org.apache.commons.math.stat.descriptive.moment, org.apache.commons.math.stat.descriptive.rank, org.apache.commons.math.stat.descriptive.summary, org.apache.commons.math.stat.inference, org.apache.commons.math.stat.ranking, org.apache.commons.math.stat.regression, org.apache.commons.math.transform, org.apache.commons.math.util

## Class Hierarchy

- java.lang.Object
  - org.apache.commons.math.distribution.AbstractDistribution (implements org.apache.commons.math.distribution.Distribution, java.io.Serializable)
    - org.apache.commons.math.distribution.AbstractContinuousDistribution (implements org.apache.commons.math.distribution.ContinuousDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.BetaDistributionImpl (implements org.apache.commons.math.distribution.BetaDistribution)
      - org.apache.commons.math.distribution.CauchyDistributionImpl (implements org.apache.commons.math.distribution.CauchyDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.ChiSquaredDistributionImpl (implements org.apache.commons.math.distribution.ChiSquaredDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.ExponentialDistributionImpl (implements org.apache.commons.math.distribution.ExponentialDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.FDistributionImpl (implements org.apache.commons.math.distribution.FDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.GammaDistributionImpl (implements org.apache.commons.math.distribution.GammaDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.NormalDistributionImpl (implements org.apache.commons.math.distribution.NormalDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.TDistributionImpl (implements java.io.Serializable, org.apache.commons.math.distribution.TDistribution)
      - org.apache.commons.math.distribution.WeibullDistributionImpl (implements java.io.Serializable, org.apache.commons.math.distribution.WeibullDistribution)
    - org.apache.commons.math.distribution.AbstractIntegerDistribution (implements org.apache.commons.math.distribution.IntegerDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.BinomialDistributionImpl (implements org.apache.commons.math.distribution.BinomialDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.HypergeometricDistributionImpl (implements org.apache.commons.math.distribution.HypergeometricDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.PascalDistributionImpl (implements org.apache.commons.math.distribution.PascalDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.PoissonDistributionImpl (implements org.apache.commons.math.distribution.PoissonDistribution, java.io.Serializable)
      - org.apache.commons.math.distribution.ZipfDistributionImpl (implements java.io.Serializable, org.apache.commons.math.distribution.ZipfDistribution)
  - org.apache.commons.math.estimation.AbstractEstimator (implements org.apache.commons.math.estimation.Estimator)
    - org.apache.commons.math.estimation.GaussNewtonEstimator (implements java.io.Serializable)
    - org.apache.commons.math.estimation.LevenbergMarquardtEstimator (implements java.io.Serializable)
  - org.apache.commons.math.linear.AbstractFieldMatrix<T> (implements org.apache.commons.math.linear.FieldMatrix<T>)
    - org.apache.commons.math.linear.Array2DRowFieldMatrix<T> (implements java.io.Serializable)
    - org.apache.commons.math.linear.BlockFieldMatrix<T> (implements java.io.Serializable)
    - org.apache.commons.math.linear.SparseFieldMatrix<T>
  - org.apache.commons.math.ode.AbstractIntegrator (implements org.apache.commons.math.ode.FirstOrderIntegrator)
    - org.apache.commons.math.ode.nonstiff.AdaptiveStepsizeIntegrator
      - org.apache.commons.math.ode.nonstiff.EmbeddedRungeKuttaIntegrator
        - org.apache.commons.math.ode.nonstiff.DormandPrince54Integrator
        - org.apache.commons.math.ode.nonstiff.DormandPrince853Integrator
        - org.apache.commons.math.ode.nonstiff.HighamHall54Integrator
      - org.apache.commons.math.ode.nonstiff.GraggBulirschStoerIntegrator
      - org.apache.commons.math.ode.MultistepIntegrator
        - org.apache.commons.math.ode.nonstiff.AdamsIntegrator
          - org.apache.commons.math.ode.nonstiff.AdamsBashforthIntegrator
          - org.apache.commons.math.ode.nonstiff.AdamsMoultonIntegrator
    - org.apache.commons.math.ode.nonstiff.RungeKuttaIntegrator
      - org.apache.commons.math.ode.nonstiff.ClassicalRungeKuttaIntegrator
      - org.apache.commons.math.ode.nonstiff.EulerIntegrator
      - org.apache.commons.math.ode.nonstiff.GillIntegrator
      - org.apache.commons.math.ode.nonstiff.MidpointIntegrator
      - org.apache.commons.math.ode.nonstiff.ThreeEighthesIntegrator
  - org.apache.commons.math.optimization.general.AbstractLeastSquaresOptimizer (implements org.apache.commons.math.optimization.DifferentiableMultivariateVectorialOptimizer)
    - org.apache.commons.math.optimization.general.GaussNewtonOptimizer
    - org.apache.commons.math.optimization.general.LevenbergMarquardtOptimizer
  - org.apache.commons.math.optimization.linear.AbstractLinearOptimizer (implements org.apache.commons.math.optimization.linear.LinearOptimizer)
    - org.apache.commons.math.optimization.linear.SimplexSolver
  - org.apache.commons.math.stat.regression.AbstractMultipleLinearRegression (implements org.apache.commons.math.stat.regression.MultipleLinearRegression)
    - org.apache.commons.math.stat.regression.GLSMultipleLinearRegression
    - org.apache.commons.math.stat.regression.OLSMultipleLinearRegression
  - org.apache.commons.math.random.AbstractRandomGenerator (implements org.apache.commons.math.random.RandomGenerator)
  - org.apache.commons.math.linear.AbstractRealMatrix (implements org.apache.commons.math.linear.RealMatrix)
    - org.apache.commons.math.linear.Array2DRowRealMatrix (implements java.io.Serializable)
    - org.apache.commons.math.linear.BlockRealMatrix (implements java.io.Serializable)
    - org.apache.commons.math.linear.OpenMapRealMatrix (implements java.io.Serializable, org.apache.commons.math.linear.SparseRealMatrix)
    - org.apache.commons.math.linear.RealMatrixImpl (implements java.io.Serializable)
  - org.apache.commons.math.linear.AbstractRealVector (implements org.apache.commons.math.linear.RealVector)
    - org.apache.commons.math.linear.ArrayRealVector (implements java.io.Serializable)
    - org.apache.commons.math.linear.OpenMapRealVector (implements java.io.Serializable, org.apache.commons.math.linear.SparseRealVector)
  - org.apache.commons.math.linear.AbstractRealVector.SparseEntryIterator (implements java.util.Iterator<E>)
  - org.apache.commons.math.optimization.general.AbstractScalarDifferentiableOptimizer (implements org.apache.commons.math.optimization.DifferentiableMultivariateRealOptimizer)
    - org.apache.commons.math.optimization.general.NonLinearConjugateGradientOptimizer
    - org.apache.commons.math.optimization.direct.PowellOptimizer
  - org.apache.commons.math.ode.sampling.AbstractStepInterpolator (implements org.apache.commons.math.ode.sampling.StepInterpolator)
    - org.apache.commons.math.ode.sampling.DummyStepInterpolator
    - org.apache.commons.math.ode.sampling.NordsieckStepInterpolator
  - org.apache.commons.math.stat.descriptive.AbstractUnivariateStatistic (implements org.apache.commons.math.stat.descriptive.UnivariateStatistic)
    - org.apache.commons.math.stat.descriptive.AbstractStorelessUnivariateStatistic (implements org.apache.commons.math.stat.descriptive.StorelessUnivariateStatistic)
      - org.apache.commons.math.stat.descriptive.moment.FirstMoment (implements java.io.Serializable)
        - org.apache.commons.math.stat.descriptive.moment.SecondMoment (implements java.io.Serializable)
          - org.apache.commons.math.stat.descriptive.moment.ThirdMoment (implements java.io.Serializable)
            - org.apache.commons.math.stat.descriptive.moment.FourthMoment (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.moment.GeometricMean (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.moment.Kurtosis (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.rank.Max (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.moment.Mean (implements java.io.Serializable, org.apache.commons.math.stat.descriptive.WeightedEvaluation)
      - org.apache.commons.math.stat.descriptive.rank.Min (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.summary.Product (implements java.io.Serializable, org.apache.commons.math.stat.descriptive.WeightedEvaluation)
      - org.apache.commons.math.stat.descriptive.moment.Skewness (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.moment.StandardDeviation (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.summary.Sum (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.summary.SumOfLogs (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.summary.SumOfSquares (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.moment.Variance (implements java.io.Serializable, org.apache.commons.math.stat.descriptive.WeightedEvaluation)
    - org.apache.commons.math.stat.descriptive.rank.Percentile (implements java.io.Serializable)
      - org.apache.commons.math.stat.descriptive.rank.Median (implements java.io.Serializable)
    - org.apache.commons.math.stat.descriptive.moment.SemiVariance (implements java.io.Serializable)
  - org.apache.commons.math.ode.nonstiff.AdamsNordsieckTransformer
  - org.apache.commons.math.stat.descriptive.AggregateSummaryStatistics (implements java.io.Serializable, org.apache.commons.math.stat.descriptive.StatisticalSummary)
  - org.apache.commons.math.exception.util.ArgUtils
  - org.apache.commons.math.linear.ArrayFieldVector<T> (implements org.apache.commons.math.linear.FieldVector<T>, java.io.Serializable)
  - org.apache.commons.math.special.Beta
  - org.apache.commons.math.analysis.interpolation.BicubicSplineInterpolatingFunction (implements org.apache.commons.math.analysis.BivariateRealFunction)
  - org.apache.commons.math.analysis.interpolation.BicubicSplineInterpolator (implements org.apache.commons.math.analysis.interpolation.BivariateRealGridInterpolator)
    - org.apache.commons.math.analysis.interpolation.SmoothingPolynomialBicubicSplineInterpolator
  - org.apache.commons.math.fraction.BigFractionField (implements org.apache.commons.math.Field<T>, java.io.Serializable)
  - org.apache.commons.math.linear.BigMatrixImpl (implements org.apache.commons.math.linear.BigMatrix, java.io.Serializable)
  - org.apache.commons.math.util.BigReal (implements java.lang.Comparable<T>, org.apache.commons.math.FieldElement<T>, java.io.Serializable)
  - org.apache.commons.math.util.BigRealField (implements org.apache.commons.math.Field<T>, java.io.Serializable)
  - org.apache.commons.math.analysis.BinaryFunction (implements org.apache.commons.math.analysis.BivariateRealFunction)
  - org.apache.commons.math.genetics.BinaryMutation (implements org.apache.commons.math.genetics.MutationPolicy)
  - org.apache.commons.math.random.BitsStreamGenerator (implements org.apache.commons.math.random.RandomGenerator)
    - org.apache.commons.math.random.AbstractWell (implements java.io.Serializable)
      - org.apache.commons.math.random.Well1024a
      - org.apache.commons.math.random.Well19937a
      - org.apache.commons.math.random.Well19937c
      - org.apache.commons.math.random.Well44497a
      - org.apache.commons.math.random.Well44497b
      - org.apache.commons.math.random.Well512a
    - org.apache.commons.math.random.MersenneTwister (implements java.io.Serializable)
  - org.apache.commons.math.optimization.univariate.BracketFinder
  - org.apache.commons.math.stat.inference.ChiSquareTestImpl (implements org.apache.commons.math.stat.inference.UnknownDistributionChiSquareTest)
  - org.apache.commons.math.linear.CholeskyDecompositionImpl (implements org.apache.commons.math.linear.CholeskyDecomposition)
  - org.apache.commons.math.genetics.Chromosome (implements java.lang.Comparable<T>, org.apache.commons.math.genetics.Fitness)
    - org.apache.commons.math.genetics.AbstractListChromosome<T>
      - org.apache.commons.math.genetics.BinaryChromosome
      - org.apache.commons.math.genetics.RandomKey<T> (implements org.apache.commons.math.genetics.PermutationChromosome<T>)
  - org.apache.commons.math.genetics.ChromosomePair
  - org.apache.commons.math.stat.clustering.Cluster<T> (implements java.io.Serializable)
  - org.apache.commons.math.ode.events.CombinedEventsManager
  - org.apache.commons.math.complex.Complex (implements org.apache.commons.math.FieldElement<T>, java.io.Serializable)
  - org.apache.commons.math.complex.ComplexField (implements org.apache.commons.math.Field<T>, java.io.Serializable)
  - org.apache.commons.math.complex.ComplexUtils
  - org.apache.commons.math.analysis.ComposableFunction (implements org.apache.commons.math.analysis.UnivariateRealFunction)
  - org.apache.commons.math.util.ContinuedFraction
  - org.apache.commons.math.ode.ContinuousOutputModel (implements java.io.Serializable, org.apache.commons.math.ode.sampling.StepHandler)
  - org.apache.commons.math.ConvergingAlgorithmImpl (implements org.apache.commons.math.ConvergingAlgorithm)
    - org.apache.commons.math.optimization.univariate.AbstractUnivariateRealOptimizer (implements org.apache.commons.math.optimization.UnivariateRealOptimizer)
      - org.apache.commons.math.optimization.univariate.BrentOptimizer
    - org.apache.commons.math.analysis.integration.UnivariateRealIntegratorImpl (implements org.apache.commons.math.analysis.integration.UnivariateRealIntegrator)
      - org.apache.commons.math.analysis.integration.LegendreGaussIntegrator
      - org.apache.commons.math.analysis.integration.RombergIntegrator
      - org.apache.commons.math.analysis.integration.SimpsonIntegrator
      - org.apache.commons.math.analysis.integration.TrapezoidIntegrator
    - org.apache.commons.math.analysis.solvers.UnivariateRealSolverImpl (implements org.apache.commons.math.analysis.solvers.UnivariateRealSolver)
      - org.apache.commons.math.analysis.solvers.BisectionSolver
      - org.apache.commons.math.analysis.solvers.BrentSolver
      - org.apache.commons.math.analysis.solvers.LaguerreSolver
      - org.apache.commons.math.analysis.solvers.MullerSolver
      - org.apache.commons.math.analysis.solvers.NewtonSolver
      - org.apache.commons.math.analysis.solvers.RiddersSolver
      - org.apache.commons.math.analysis.solvers.SecantSolver
  - org.apache.commons.math.random.CorrelatedRandomVectorGenerator (implements org.apache.commons.math.random.RandomVectorGenerator)
  - org.apache.commons.math.stat.correlation.Covariance
  - org.apache.commons.math.optimization.fitting.CurveFitter
  - org.apache.commons.math.linear.DefaultFieldMatrixChangingVisitor<T> (implements org.apache.commons.math.linear.FieldMatrixChangingVisitor<T>)
  - org.apache.commons.math.linear.DefaultFieldMatrixPreservingVisitor<T> (implements org.apache.commons.math.linear.FieldMatrixPreservingVisitor<T>)
  - org.apache.commons.math.linear.DefaultRealMatrixChangingVisitor (implements org.apache.commons.math.linear.RealMatrixChangingVisitor)
  - org.apache.commons.math.linear.DefaultRealMatrixPreservingVisitor (implements org.apache.commons.math.linear.RealMatrixPreservingVisitor)
  - org.apache.commons.math.util.DefaultTransformer (implements org.apache.commons.math.util.NumberTransformer, java.io.Serializable)
  - org.apache.commons.math.stat.descriptive.DescriptiveStatistics (implements java.io.Serializable, org.apache.commons.math.stat.descriptive.StatisticalSummary)
    - org.apache.commons.math.stat.descriptive.SynchronizedDescriptiveStatistics
  - org.apache.commons.math.dfp.Dfp (implements org.apache.commons.math.FieldElement<T>)
    - org.apache.commons.math.dfp.DfpDec
  - org.apache.commons.math.dfp.DfpField (implements org.apache.commons.math.Field<T>)
  - org.apache.commons.math.dfp.DfpMath
  - org.apache.commons.math.optimization.direct.DirectSearchOptimizer (implements org.apache.commons.math.optimization.MultivariateRealOptimizer)
    - org.apache.commons.math.optimization.direct.MultiDirectional
    - org.apache.commons.math.optimization.direct.NelderMead
  - org.apache.commons.math.analysis.interpolation.DividedDifferenceInterpolator (implements java.io.Serializable, org.apache.commons.math.analysis.interpolation.UnivariateRealInterpolator)
  - org.apache.commons.math.exception.util.DummyLocalizable (implements org.apache.commons.math.exception.util.Localizable)
  - org.apache.commons.math.ode.sampling.DummyStepHandler (implements org.apache.commons.math.ode.sampling.StepHandler)
  - org.apache.commons.math.linear.EigenDecompositionImpl (implements org.apache.commons.math.linear.EigenDecomposition)
  - org.apache.commons.math.random.EmpiricalDistributionImpl (implements org.apache.commons.math.random.EmpiricalDistribution, java.io.Serializable)
  - org.apache.commons.math.special.Erf
  - org.apache.commons.math.estimation.EstimatedParameter (implements java.io.Serializable)
  - org.apache.commons.math.stat.clustering.EuclideanIntegerPoint (implements org.apache.commons.math.stat.clustering.Clusterable<T>, java.io.Serializable)
  - org.apache.commons.math.ode.events.EventState
  - org.apache.commons.math.transform.FastCosineTransformer (implements org.apache.commons.math.transform.RealTransformer)
  - org.apache.commons.math.transform.FastFourierTransformer (implements java.io.Serializable)
  - org.apache.commons.math.transform.FastHadamardTransformer (implements org.apache.commons.math.transform.RealTransformer)
  - org.apache.commons.math.util.FastMath
  - org.apache.commons.math.transform.FastSineTransformer (implements org.apache.commons.math.transform.RealTransformer)
  - org.apache.commons.math.linear.FieldLUDecompositionImpl<T> (implements org.apache.commons.math.linear.FieldLUDecomposition<T>)
  - org.apache.commons.math.ode.FirstOrderConverter (implements org.apache.commons.math.ode.FirstOrderDifferentialEquations)
  - org.apache.commons.math.ode.jacobians.FirstOrderIntegratorWithJacobians
  - org.apache.commons.math.genetics.FixedGenerationCount (implements org.apache.commons.math.genetics.StoppingCondition)
  - java.text.Format (implements java.lang.Cloneable, java.io.Serializable)
    - org.apache.commons.math.util.CompositeFormat
      - org.apache.commons.math.complex.ComplexFormat
      - org.apache.commons.math.linear.RealVectorFormat
      - org.apache.commons.math.geometry.Vector3DFormat
    - java.text.NumberFormat
      - org.apache.commons.math.fraction.AbstractFormat (implements java.io.Serializable)
        - org.apache.commons.math.fraction.BigFractionFormat (implements java.io.Serializable)
          - org.apache.commons.math.fraction.ProperBigFractionFormat
        - org.apache.commons.math.fraction.FractionFormat
          - org.apache.commons.math.fraction.ProperFractionFormat
  - org.apache.commons.math.fraction.FractionField (implements org.apache.commons.math.Field<T>, java.io.Serializable)
  - org.apache.commons.math.stat.Frequency (implements java.io.Serializable)
  - org.apache.commons.math.special.Gamma
  - org.apache.commons.math.optimization.fitting.GaussianDerivativeFunction (implements java.io.Serializable, org.apache.commons.math.analysis.UnivariateRealFunction)
  - org.apache.commons.math.optimization.fitting.GaussianFitter
  - org.apache.commons.math.optimization.fitting.GaussianFunction (implements org.apache.commons.math.analysis.DifferentiableUnivariateRealFunction, java.io.Serializable)
  - org.apache.commons.math.optimization.fitting.GaussianParametersGuesser
  - org.apache.commons.math.random.GaussianRandomGenerator (implements org.apache.commons.math.random.NormalizedRandomGenerator)
  - org.apache.commons.math.genetics.GeneticAlgorithm
  - org.apache.commons.math.optimization.fitting.HarmonicCoefficientsGuesser
  - org.apache.commons.math.optimization.fitting.HarmonicFitter
  - org.apache.commons.math.optimization.fitting.HarmonicFunction (implements org.apache.commons.math.analysis.DifferentiableUnivariateRealFunction)
  - org.apache.commons.math.stat.clustering.KMeansPlusPlusClusterer<T>
  - org.apache.commons.math.optimization.LeastSquaresConverter (implements org.apache.commons.math.analysis.MultivariateRealFunction)
  - org.apache.commons.math.optimization.linear.LinearConstraint (implements java.io.Serializable)
  - org.apache.commons.math.analysis.interpolation.LinearInterpolator (implements org.apache.commons.math.analysis.interpolation.UnivariateRealInterpolator)
  - org.apache.commons.math.optimization.linear.LinearObjectiveFunction (implements java.io.Serializable)
  - org.apache.commons.math.genetics.ListPopulation (implements org.apache.commons.math.genetics.Population)
    - org.apache.commons.math.genetics.ElitisticListPopulation
  - org.apache.commons.math.analysis.interpolation.LoessInterpolator (implements java.io.Serializable, org.apache.commons.math.analysis.interpolation.UnivariateRealInterpolator)
  - org.apache.commons.math.linear.LUDecompositionImpl (implements org.apache.commons.math.linear.LUDecomposition)
  - org.apache.commons.math.util.MathUtils
  - org.apache.commons.math.linear.MatrixUtils
  - org.apache.commons.math.exception.util.MessageFactory
  - org.apache.commons.math.analysis.interpolation.MicrosphereInterpolatingFunction (implements org.apache.commons.math.analysis.MultivariateRealFunction)
  - org.apache.commons.math.analysis.interpolation.MicrosphereInterpolator (implements org.apache.commons.math.analysis.interpolation.MultivariateRealInterpolator)
  - org.apache.commons.math.util.MultidimensionalCounter (implements java.lang.Iterable<T>)
  - org.apache.commons.math.util.MultidimensionalCounter.Iterator (implements java.util.Iterator<E>)
  - org.apache.commons.math.optimization.MultiStartDifferentiableMultivariateRealOptimizer (implements org.apache.commons.math.optimization.DifferentiableMultivariateRealOptimizer)
  - org.apache.commons.math.optimization.MultiStartDifferentiableMultivariateVectorialOptimizer (implements org.apache.commons.math.optimization.DifferentiableMultivariateVectorialOptimizer)
  - org.apache.commons.math.optimization.MultiStartMultivariateRealOptimizer (implements org.apache.commons.math.optimization.MultivariateRealOptimizer)
  - org.apache.commons.math.optimization.MultiStartUnivariateRealOptimizer (implements org.apache.commons.math.optimization.UnivariateRealOptimizer)
  - org.apache.commons.math.stat.descriptive.MultivariateSummaryStatistics (implements java.io.Serializable, org.apache.commons.math.stat.descriptive.StatisticalMultivariateSummary)
    - org.apache.commons.math.stat.descriptive.SynchronizedMultivariateSummaryStatistics
  - org.apache.commons.math.stat.ranking.NaturalRanking (implements org.apache.commons.math.stat.ranking.RankingAlgorithm)
  - org.apache.commons.math.analysis.interpolation.NevilleInterpolator (implements java.io.Serializable, org.apache.commons.math.analysis.interpolation.UnivariateRealInterpolator)
  - java.lang.Number (implements java.io.Serializable)
    - org.apache.commons.math.fraction.BigFraction (implements java.lang.Comparable<T>, org.apache.commons.math.FieldElement<T>, java.io.Serializable)
    - org.apache.commons.math.fraction.Fraction (implements java.lang.Comparable<T>, org.apache.commons.math.FieldElement<T>, java.io.Serializable)
  - org.apache.commons.math.genetics.OnePointCrossover<T> (implements org.apache.commons.math.genetics.CrossoverPolicy)
  - org.apache.commons.math.stat.inference.OneWayAnovaImpl (implements org.apache.commons.math.stat.inference.OneWayAnova)
  - org.apache.commons.math.util.OpenIntToDoubleHashMap (implements java.io.Serializable)
  - org.apache.commons.math.util.OpenIntToDoubleHashMap.Iterator
  - org.apache.commons.math.util.OpenIntToFieldHashMap<T> (implements java.io.Serializable)
  - org.apache.commons.math.util.OpenIntToFieldHashMap.Iterator
  - org.apache.commons.math.linear.OpenMapRealVector.OpenMapSparseIterator (implements java.util.Iterator<E>)
  - org.apache.commons.math.optimization.fitting.ParametricGaussianFunction (implements org.apache.commons.math.optimization.fitting.ParametricRealFunction, java.io.Serializable)
  - org.apache.commons.math.stat.correlation.PearsonsCorrelation
  - org.apache.commons.math.optimization.fitting.PolynomialFitter
  - org.apache.commons.math.analysis.polynomials.PolynomialFunction (implements org.apache.commons.math.analysis.DifferentiableUnivariateRealFunction, java.io.Serializable)
  - org.apache.commons.math.analysis.polynomials.PolynomialFunctionLagrangeForm (implements org.apache.commons.math.analysis.UnivariateRealFunction)
  - org.apache.commons.math.analysis.polynomials.PolynomialFunctionNewtonForm (implements org.apache.commons.math.analysis.UnivariateRealFunction)
  - org.apache.commons.math.analysis.polynomials.PolynomialSplineFunction (implements org.apache.commons.math.analysis.DifferentiableUnivariateRealFunction)
  - org.apache.commons.math.analysis.polynomials.PolynomialsUtils
  - org.apache.commons.math.linear.QRDecompositionImpl (implements org.apache.commons.math.linear.QRDecomposition)
  - java.util.Random (implements java.io.Serializable)
    - org.apache.commons.math.random.JDKRandomGenerator (implements org.apache.commons.math.random.RandomGenerator)
    - org.apache.commons.math.random.RandomAdaptor (implements org.apache.commons.math.random.RandomGenerator)
  - org.apache.commons.math.random.RandomDataImpl (implements org.apache.commons.math.random.RandomData, java.io.Serializable)
  - org.apache.commons.math.genetics.RandomKeyMutation (implements org.apache.commons.math.genetics.MutationPolicy)
  - org.apache.commons.math.optimization.RealPointValuePair (implements java.io.Serializable)
  - org.apache.commons.math.linear.RealVector.Entry
    - org.apache.commons.math.linear.AbstractRealVector.EntryImpl
    - org.apache.commons.math.linear.OpenMapRealVector.OpenMapEntry
  - org.apache.commons.math.util.ResizableDoubleArray (implements org.apache.commons.math.util.DoubleArray, java.io.Serializable)
  - org.apache.commons.math.geometry.Rotation (implements java.io.Serializable)
  - org.apache.commons.math.geometry.RotationOrder
  - org.apache.commons.math.estimation.SimpleEstimationProblem (implements org.apache.commons.math.estimation.EstimationProblem)
  - org.apache.commons.math.optimization.SimpleRealPointChecker (implements org.apache.commons.math.optimization.RealConvergenceChecker)
  - org.apache.commons.math.stat.regression.SimpleRegression (implements java.io.Serializable)
  - org.apache.commons.math.optimization.SimpleScalarValueChecker (implements org.apache.commons.math.optimization.RealConvergenceChecker)
  - org.apache.commons.math.optimization.SimpleVectorialPointChecker (implements org.apache.commons.math.optimization.VectorialConvergenceChecker)
  - org.apache.commons.math.optimization.SimpleVectorialValueChecker (implements org.apache.commons.math.optimization.VectorialConvergenceChecker)
  - org.apache.commons.math.linear.SingularValueDecompositionImpl (implements org.apache.commons.math.linear.SingularValueDecomposition)
  - org.apache.commons.math.analysis.interpolation.SmoothingBicubicSplineInterpolator (implements org.apache.commons.math.analysis.interpolation.BivariateRealGridInterpolator)
  - org.apache.commons.math.linear.SparseFieldVector<T> (implements org.apache.commons.math.linear.FieldVector<T>, java.io.Serializable)
  - org.apache.commons.math.stat.correlation.SpearmansCorrelation
  - org.apache.commons.math.analysis.interpolation.SplineInterpolator (implements org.apache.commons.math.analysis.interpolation.UnivariateRealInterpolator)
  - org.apache.commons.math.stat.descriptive.StatisticalSummaryValues (implements java.io.Serializable, org.apache.commons.math.stat.descriptive.StatisticalSummary)
  - org.apache.commons.math.stat.StatUtils
  - org.apache.commons.math.ode.sampling.StepNormalizer (implements org.apache.commons.math.ode.sampling.StepHandler)
  - org.apache.commons.math.stat.descriptive.SummaryStatistics (implements java.io.Serializable, org.apache.commons.math.stat.descriptive.StatisticalSummary)
    - org.apache.commons.math.stat.descriptive.SynchronizedSummaryStatistics
  - org.apache.commons.math.stat.inference.TestUtils
  - java.lang.Throwable (implements java.io.Serializable)
    - java.lang.Exception
      - org.apache.commons.math.genetics.InvalidRepresentationException
      - org.apache.commons.math.MathException (implements org.apache.commons.math.exception.MathThrowable)
        - org.apache.commons.math.geometry.CardanEulerSingularityException
        - org.apache.commons.math.ConvergenceException
          - org.apache.commons.math.fraction.FractionConversionException
          - org.apache.commons.math.MaxEvaluationsExceededException
          - org.apache.commons.math.MaxIterationsExceededException
          - org.apache.commons.math.optimization.OptimizationException
            - org.apache.commons.math.optimization.linear.NoFeasibleSolutionException
            - org.apache.commons.math.optimization.linear.UnboundedSolutionException
        - org.apache.commons.math.ode.DerivativeException
        - org.apache.commons.math.DimensionMismatchException
        - org.apache.commons.math.DuplicateSampleAbscissaException
        - org.apache.commons.math.estimation.EstimationException
        - org.apache.commons.math.ode.events.EventException
        - org.apache.commons.math.FunctionEvaluationException
          - org.apache.commons.math.ArgumentOutsideDomainException
        - org.apache.commons.math.ode.IntegratorException
        - org.apache.commons.math.MathConfigurationException (implements java.io.Serializable)
        - org.apache.commons.math.geometry.NotARotationMatrixException
        - org.apache.commons.math.linear.NotPositiveDefiniteMatrixException
        - org.apache.commons.math.linear.NotSymmetricMatrixException
      - java.lang.RuntimeException
        - java.lang.IllegalArgumentException
          - org.apache.commons.math.exception.MathIllegalArgumentException (implements org.apache.commons.math.exception.MathThrowable)
            - org.apache.commons.math.exception.MathIllegalNumberException
              - org.apache.commons.math.exception.DimensionMismatchException
              - org.apache.commons.math.exception.NonMonotonousSequenceException
              - org.apache.commons.math.exception.NumberIsTooLargeException
              - org.apache.commons.math.exception.NumberIsTooSmallException
                - org.apache.commons.math.exception.NotPositiveException
                - org.apache.commons.math.exception.NotStrictlyPositiveException
              - org.apache.commons.math.exception.OutOfRangeException
              - org.apache.commons.math.exception.ZeroException
            - org.apache.commons.math.exception.NullArgumentException
        - java.lang.IllegalStateException
          - org.apache.commons.math.exception.MathIllegalStateException (implements org.apache.commons.math.exception.MathThrowable)
            - org.apache.commons.math.exception.ConvergenceException
            - org.apache.commons.math.exception.MathInternalError
            - org.apache.commons.math.exception.NoDataException
        - org.apache.commons.math.MathRuntimeException (implements org.apache.commons.math.exception.MathThrowable)
          - org.apache.commons.math.linear.InvalidMatrixException
            - org.apache.commons.math.linear.NonSquareMatrixException
            - org.apache.commons.math.linear.SingularMatrixException
          - org.apache.commons.math.linear.MatrixIndexException
          - org.apache.commons.math.linear.MatrixVisitorException
        - java.lang.UnsupportedOperationException
          - org.apache.commons.math.exception.MathUnsupportedOperationException (implements org.apache.commons.math.exception.MathThrowable)
  - org.apache.commons.math.genetics.TournamentSelection (implements org.apache.commons.math.genetics.SelectionPolicy)
  - org.apache.commons.math.util.TransformerMap (implements org.apache.commons.math.util.NumberTransformer, java.io.Serializable)
  - org.apache.commons.math.analysis.interpolation.TricubicSplineInterpolatingFunction (implements org.apache.commons.math.analysis.TrivariateRealFunction)
  - org.apache.commons.math.analysis.interpolation.TricubicSplineInterpolator (implements org.apache.commons.math.analysis.interpolation.TrivariateRealGridInterpolator)
  - org.apache.commons.math.stat.inference.TTestImpl (implements org.apache.commons.math.stat.inference.TTest)
  - org.apache.commons.math.random.UncorrelatedRandomVectorGenerator (implements org.apache.commons.math.random.RandomVectorGenerator)
  - org.apache.commons.math.random.UniformRandomGenerator (implements org.apache.commons.math.random.NormalizedRandomGenerator)
  - org.apache.commons.math.random.UnitSphereRandomVectorGenerator (implements org.apache.commons.math.random.RandomVectorGenerator)
  - org.apache.commons.math.analysis.solvers.UnivariateRealSolverFactory
    - org.apache.commons.math.analysis.solvers.UnivariateRealSolverFactoryImpl
  - org.apache.commons.math.analysis.solvers.UnivariateRealSolverUtils
  - org.apache.commons.math.random.ValueServer
  - org.apache.commons.math.geometry.Vector3D (implements java.io.Serializable)
  - org.apache.commons.math.stat.descriptive.moment.VectorialCovariance (implements java.io.Serializable)
  - org.apache.commons.math.stat.descriptive.moment.VectorialMean (implements java.io.Serializable)
  - org.apache.commons.math.optimization.VectorialPointValuePair (implements java.io.Serializable)
  - org.apache.commons.math.estimation.WeightedMeasurement (implements java.io.Serializable)
  - org.apache.commons.math.optimization.fitting.WeightedObservedPoint (implements java.io.Serializable)

## Interface Hierarchy

- org.apache.commons.math.linear.AnyMatrix
  - org.apache.commons.math.linear.BigMatrix
  - org.apache.commons.math.linear.FieldMatrix<T>
  - org.apache.commons.math.linear.RealMatrix
    - org.apache.commons.math.linear.SparseRealMatrix
  - org.apache.commons.math.linear.SparseRealMatrix
- org.apache.commons.math.analysis.BivariateRealFunction
- org.apache.commons.math.analysis.interpolation.BivariateRealGridInterpolator
- org.apache.commons.math.stat.inference.ChiSquareTest
  - org.apache.commons.math.stat.inference.UnknownDistributionChiSquareTest
- org.apache.commons.math.linear.CholeskyDecomposition
- org.apache.commons.math.stat.clustering.Clusterable<T>
- org.apache.commons.math.ConvergingAlgorithm
  - org.apache.commons.math.analysis.integration.UnivariateRealIntegrator
  - org.apache.commons.math.optimization.UnivariateRealOptimizer
  - org.apache.commons.math.analysis.solvers.UnivariateRealSolver
- org.apache.commons.math.genetics.CrossoverPolicy
- org.apache.commons.math.linear.DecompositionSolver
- org.apache.commons.math.optimization.DifferentiableMultivariateRealOptimizer
- org.apache.commons.math.optimization.DifferentiableMultivariateVectorialOptimizer
- org.apache.commons.math.distribution.Distribution
  - org.apache.commons.math.distribution.BetaDistribution (also extends org.apache.commons.math.distribution.ContinuousDistribution, org.apache.commons.math.distribution.HasDensity<P>)
  - org.apache.commons.math.distribution.BinomialDistribution
  - org.apache.commons.math.distribution.CauchyDistribution
  - org.apache.commons.math.distribution.ChiSquaredDistribution (also extends org.apache.commons.math.distribution.ContinuousDistribution, org.apache.commons.math.distribution.HasDensity<P>)
  - org.apache.commons.math.distribution.ContinuousDistribution
    - org.apache.commons.math.distribution.BetaDistribution (also extends org.apache.commons.math.distribution.HasDensity<P>)
    - org.apache.commons.math.distribution.CauchyDistribution
    - org.apache.commons.math.distribution.ChiSquaredDistribution (also extends org.apache.commons.math.distribution.HasDensity<P>)
    - org.apache.commons.math.distribution.ExponentialDistribution (also extends org.apache.commons.math.distribution.HasDensity<P>)
    - org.apache.commons.math.distribution.FDistribution
    - org.apache.commons.math.distribution.GammaDistribution (also extends org.apache.commons.math.distribution.HasDensity<P>)
    - org.apache.commons.math.distribution.NormalDistribution (also extends org.apache.commons.math.distribution.HasDensity<P>)
    - org.apache.commons.math.distribution.TDistribution
    - org.apache.commons.math.distribution.WeibullDistribution
  - org.apache.commons.math.distribution.DiscreteDistribution
    - org.apache.commons.math.distribution.BinomialDistribution
    - org.apache.commons.math.distribution.HypergeometricDistribution
    - org.apache.commons.math.distribution.IntegerDistribution
      - org.apache.commons.math.distribution.BinomialDistribution
      - org.apache.commons.math.distribution.HypergeometricDistribution
      - org.apache.commons.math.distribution.PascalDistribution
      - org.apache.commons.math.distribution.PoissonDistribution
      - org.apache.commons.math.distribution.ZipfDistribution
    - org.apache.commons.math.distribution.PascalDistribution
    - org.apache.commons.math.distribution.PoissonDistribution
    - org.apache.commons.math.distribution.ZipfDistribution
  - org.apache.commons.math.distribution.ExponentialDistribution (also extends org.apache.commons.math.distribution.ContinuousDistribution, org.apache.commons.math.distribution.HasDensity<P>)
  - org.apache.commons.math.distribution.FDistribution
  - org.apache.commons.math.distribution.GammaDistribution (also extends org.apache.commons.math.distribution.ContinuousDistribution, org.apache.commons.math.distribution.HasDensity<P>)
  - org.apache.commons.math.distribution.HypergeometricDistribution
  - org.apache.commons.math.distribution.IntegerDistribution
    - org.apache.commons.math.distribution.BinomialDistribution
    - org.apache.commons.math.distribution.HypergeometricDistribution
    - org.apache.commons.math.distribution.PascalDistribution
    - org.apache.commons.math.distribution.PoissonDistribution
    - org.apache.commons.math.distribution.ZipfDistribution
  - org.apache.commons.math.distribution.NormalDistribution (also extends org.apache.commons.math.distribution.ContinuousDistribution, org.apache.commons.math.distribution.HasDensity<P>)
  - org.apache.commons.math.distribution.PascalDistribution
  - org.apache.commons.math.distribution.PoissonDistribution
  - org.apache.commons.math.distribution.TDistribution
  - org.apache.commons.math.distribution.WeibullDistribution
  - org.apache.commons.math.distribution.ZipfDistribution
- org.apache.commons.math.util.DoubleArray
- org.apache.commons.math.linear.EigenDecomposition
- org.apache.commons.math.random.EmpiricalDistribution
- org.apache.commons.math.estimation.EstimationProblem
- org.apache.commons.math.estimation.Estimator
- org.apache.commons.math.ode.events.EventHandler
- org.apache.commons.math.ode.jacobians.EventHandlerWithJacobians
- org.apache.commons.math.Field<T>
- org.apache.commons.math.linear.FieldDecompositionSolver<T>
- org.apache.commons.math.FieldElement<T>
- org.apache.commons.math.linear.FieldLUDecomposition<T>
- org.apache.commons.math.linear.FieldMatrixChangingVisitor<T>
- org.apache.commons.math.linear.FieldMatrixPreservingVisitor<T>
- org.apache.commons.math.linear.FieldVector<T>
- org.apache.commons.math.ode.FirstOrderDifferentialEquations
  - org.apache.commons.math.ode.ExtendedFirstOrderDifferentialEquations
  - org.apache.commons.math.ode.jacobians.ODEWithJacobians
  - org.apache.commons.math.ode.jacobians.ParameterizedODE
- org.apache.commons.math.genetics.Fitness
- org.apache.commons.math.ode.sampling.FixedStepHandler
- org.apache.commons.math.distribution.HasDensity<P>
  - org.apache.commons.math.distribution.BetaDistribution (also extends org.apache.commons.math.distribution.ContinuousDistribution)
  - org.apache.commons.math.distribution.ChiSquaredDistribution (also extends org.apache.commons.math.distribution.ContinuousDistribution)
  - org.apache.commons.math.distribution.ExponentialDistribution (also extends org.apache.commons.math.distribution.ContinuousDistribution)
  - org.apache.commons.math.distribution.GammaDistribution (also extends org.apache.commons.math.distribution.ContinuousDistribution)
  - org.apache.commons.math.distribution.NormalDistribution (also extends org.apache.commons.math.distribution.ContinuousDistribution)
- java.lang.Iterable<T>
  - org.apache.commons.math.genetics.Population
- org.apache.commons.math.optimization.linear.LinearOptimizer
- org.apache.commons.math.linear.LUDecomposition
- org.apache.commons.math.exception.MathThrowable
- org.apache.commons.math.stat.regression.MultipleLinearRegression
- org.apache.commons.math.ode.MultistepIntegrator.NordsieckTransformer
- org.apache.commons.math.analysis.MultivariateMatrixFunction
- org.apache.commons.math.analysis.MultivariateRealFunction
  - org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction
- org.apache.commons.math.analysis.interpolation.MultivariateRealInterpolator
- org.apache.commons.math.optimization.MultivariateRealOptimizer
- org.apache.commons.math.analysis.MultivariateVectorialFunction
  - org.apache.commons.math.analysis.DifferentiableMultivariateVectorialFunction
- org.apache.commons.math.genetics.MutationPolicy
- org.apache.commons.math.random.NormalizedRandomGenerator
- org.apache.commons.math.util.NumberTransformer
- org.apache.commons.math.ode.ODEIntegrator
  - org.apache.commons.math.ode.FirstOrderIntegrator
  - org.apache.commons.math.ode.SecondOrderIntegrator
- org.apache.commons.math.stat.inference.OneWayAnova
- org.apache.commons.math.optimization.fitting.ParametricRealFunction
- org.apache.commons.math.genetics.PermutationChromosome<T>
- org.apache.commons.math.optimization.general.Preconditioner
- org.apache.commons.math.linear.QRDecomposition
- org.apache.commons.math.random.RandomData
- org.apache.commons.math.random.RandomGenerator
- org.apache.commons.math.random.RandomVectorGenerator
- org.apache.commons.math.stat.ranking.RankingAlgorithm
- org.apache.commons.math.optimization.RealConvergenceChecker
- org.apache.commons.math.linear.RealMatrixChangingVisitor
- org.apache.commons.math.linear.RealMatrixPreservingVisitor
- org.apache.commons.math.transform.RealTransformer
- org.apache.commons.math.linear.RealVector
  - org.apache.commons.math.linear.SparseRealVector
- org.apache.commons.math.ode.SecondOrderDifferentialEquations
- org.apache.commons.math.genetics.SelectionPolicy
- java.io.Serializable
  - java.io.Externalizable
    - org.apache.commons.math.ode.sampling.StepInterpolator
    - org.apache.commons.math.ode.jacobians.StepInterpolatorWithJacobians
  - org.apache.commons.math.exception.util.Localizable
  - org.apache.commons.math.ode.sampling.StepInterpolator
  - org.apache.commons.math.ode.jacobians.StepInterpolatorWithJacobians
- org.apache.commons.math.linear.SingularValueDecomposition
- org.apache.commons.math.stat.descriptive.StatisticalMultivariateSummary
- org.apache.commons.math.stat.descriptive.StatisticalSummary
- org.apache.commons.math.ode.sampling.StepHandler
- org.apache.commons.math.ode.jacobians.StepHandlerWithJacobians
- org.apache.commons.math.genetics.StoppingCondition
- org.apache.commons.math.analysis.TrivariateRealFunction
- org.apache.commons.math.analysis.interpolation.TrivariateRealGridInterpolator
- org.apache.commons.math.stat.inference.TTest
- org.apache.commons.math.analysis.UnivariateMatrixFunction
  - org.apache.commons.math.analysis.DifferentiableUnivariateMatrixFunction
- org.apache.commons.math.analysis.UnivariateRealFunction
  - org.apache.commons.math.analysis.DifferentiableUnivariateRealFunction
- org.apache.commons.math.analysis.interpolation.UnivariateRealInterpolator
- org.apache.commons.math.stat.descriptive.UnivariateStatistic
  - org.apache.commons.math.stat.descriptive.StorelessUnivariateStatistic
- org.apache.commons.math.analysis.UnivariateVectorialFunction
  - org.apache.commons.math.analysis.DifferentiableUnivariateVectorialFunction
- org.apache.commons.math.optimization.VectorialConvergenceChecker
- org.apache.commons.math.stat.descriptive.WeightedEvaluation

## Enum Hierarchy

- java.lang.Object
  - java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    - org.apache.commons.math.stat.clustering.KMeansPlusPlusClusterer.EmptyClusterStrategy
    - org.apache.commons.math.stat.descriptive.moment.SemiVariance.Direction
    - org.apache.commons.math.stat.ranking.NaNStrategy
    - org.apache.commons.math.stat.ranking.TiesStrategy
    - org.apache.commons.math.optimization.GoalType (implements java.io.Serializable)
    - org.apache.commons.math.optimization.linear.Relationship
    - org.apache.commons.math.optimization.general.ConjugateGradientFormula
    - org.apache.commons.math.exception.util.LocalizedFormats (implements org.apache.commons.math.exception.util.Localizable)
    - org.apache.commons.math.dfp.DfpField.RoundingMode
    - org.apache.commons.math.util.MathUtils.OrderDirection

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