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org.apache.commons.math3 | Common classes used throughout the commons-math library. |
org.apache.commons.math3.analysis | Parent package for common numerical analysis procedures, including root finding, function interpolation and integration. |
org.apache.commons.math3.analysis.differentiation | This package holds the main interfaces and basic building block classes dealing with differentiation. |
org.apache.commons.math3.analysis.function |
The function package contains function objects that wrap the
methods contained in Math , as well as common
mathematical functions such as the gaussian and sinc functions. |
org.apache.commons.math3.analysis.integration | Numerical integration (quadrature) algorithms for univariate real functions. |
org.apache.commons.math3.analysis.integration.gauss | Gauss family of quadrature schemes. |
org.apache.commons.math3.analysis.interpolation | Univariate real functions interpolation algorithms. |
org.apache.commons.math3.analysis.polynomials | Univariate real polynomials implementations, seen as differentiable univariate real functions. |
org.apache.commons.math3.analysis.solvers | Root finding algorithms, for univariate real functions. |
org.apache.commons.math3.complex | Complex number type and implementations of complex transcendental functions. |
org.apache.commons.math3.dfp | Decimal floating point library for Java |
org.apache.commons.math3.distribution | Implementations of common discrete and continuous distributions. |
org.apache.commons.math3.exception | Specialized exceptions for algorithms errors. |
org.apache.commons.math3.exception.util | Classes supporting exception localization. |
org.apache.commons.math3.filter | Implementations of common discrete-time linear filters. |
org.apache.commons.math3.fitting | Classes to perform curve fitting. |
org.apache.commons.math3.fraction | Fraction number type and fraction number formatting. |
org.apache.commons.math3.genetics | This package provides Genetic Algorithms components and implementations. |
org.apache.commons.math3.geometry | This package is the top level package for geometry. |
org.apache.commons.math3.geometry.euclidean.oned | This package provides basic 1D geometry components. |
org.apache.commons.math3.geometry.euclidean.threed | This package provides basic 3D geometry components. |
org.apache.commons.math3.geometry.euclidean.twod | This package provides basic 2D geometry components. |
org.apache.commons.math3.geometry.partitioning | This package provides classes to implement Binary Space Partition trees. |
org.apache.commons.math3.geometry.partitioning.utilities | This package provides multidimensional ordering features for partitioning. |
org.apache.commons.math3.linear | Linear algebra support. |
org.apache.commons.math3.ode | This package provides classes to solve Ordinary Differential Equations problems. |
org.apache.commons.math3.ode.events | This package provides classes to handle discrete events occurring during Ordinary Differential Equations integration. |
org.apache.commons.math3.ode.nonstiff | This package provides classes to solve non-stiff Ordinary Differential Equations problems. |
org.apache.commons.math3.ode.sampling | This package provides classes to handle sampling steps during Ordinary Differential Equations integration. |
org.apache.commons.math3.optim |
Generally, optimizers are algorithms that will either
minimize or
maximize
a scalar function, called the
objective
function . |
org.apache.commons.math3.optim.linear | Optimization algorithms for linear constrained problems. |
org.apache.commons.math3.optim.nonlinear.scalar | Algorithms for optimizing a scalar function. |
org.apache.commons.math3.optim.nonlinear.scalar.gradient | This package provides optimization algorithms that require derivatives. |
org.apache.commons.math3.optim.nonlinear.scalar.noderiv | This package provides optimization algorithms that do not require derivatives. |
org.apache.commons.math3.optim.nonlinear.vector | Algorithms for optimizing a vector function. |
org.apache.commons.math3.optim.nonlinear.vector.jacobian | This package provides optimization algorithms that require derivatives. |
org.apache.commons.math3.optim.univariate | One-dimensional optimization algorithms. |
org.apache.commons.math3.optimization | All classes and sub-packages of this package are deprecated. |
org.apache.commons.math3.optimization.direct | This package provides optimization algorithms that don't require derivatives. |
org.apache.commons.math3.optimization.fitting | This package provides classes to perform curve fitting. |
org.apache.commons.math3.optimization.general | This package provides optimization algorithms that require derivatives. |
org.apache.commons.math3.optimization.linear | This package provides optimization algorithms for linear constrained problems. |
org.apache.commons.math3.optimization.univariate | Univariate real functions minimum finding algorithms. |
org.apache.commons.math3.random | Random number and random data generators. |
org.apache.commons.math3.special | Implementations of special functions such as Beta and Gamma. |
org.apache.commons.math3.stat | Data storage, manipulation and summary routines. |
org.apache.commons.math3.stat.clustering | Clustering algorithms |
org.apache.commons.math3.stat.correlation | Correlations/Covariance computations. |
org.apache.commons.math3.stat.descriptive | Generic univariate summary statistic objects. |
org.apache.commons.math3.stat.descriptive.moment | Summary statistics based on moments. |
org.apache.commons.math3.stat.descriptive.rank | Summary statistics based on ranks. |
org.apache.commons.math3.stat.descriptive.summary | Other summary statistics. |
org.apache.commons.math3.stat.inference | Classes providing hypothesis testing and confidence interval construction. |
org.apache.commons.math3.stat.ranking | Classes providing rank transformations. |
org.apache.commons.math3.stat.regression | Statistical routines involving multivariate data. |
org.apache.commons.math3.transform | Implementations of transform methods, including Fast Fourier transforms. |
org.apache.commons.math3.util | Convenience routines and common data structures used throughout the commons-math library. |
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