commons-math3-3.6.1-包简介
commons-math3-3.6.1-包简介
完整中文文档、中英对照文档下载请移步：commons-math3-中文文档、中英对照文档-CSDN下载
1. 开源组件说明
jar包名称：commons-math3-3.6.1.jar
Maven 依赖：
<dependency>
<groupId>org.apache.commonsgroupId>
<artifactId>commons-math3artifactId>
<version>3.6.1version>
dependency>
完整中文文档、中英对照文档下载请移步：commons-math3-中文文档、中英对照文档-CSDN下载
2. 该组件包结构即说明
Apache Commons Math 3.6.1 API
| 程序包 | 说明 |
|---|---|
| org.apache.commons.math3 |
Common classes used throughout the commons-math library.
在整个公共数学库中使用的常见类别。 |
| org.apache.commons.math3.analysis |
Parent package for common numerical analysis procedures, including root finding, function interpolation and integration.
父包用于常见的数值分析过程，包括根查找，功能插补和集成。 |
| org.apache.commons.math3.analysis.differentiation |
This package holds the main interfaces and basic building block classes dealing with differentiation.
此包裹拥有处理差异化的主要接口和基本构建块类。 |
| 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.
函数包包含运算对象，该功能将包含在数学中包含的方法，以及诸如高斯和SINC功能的常见数学函数。 |
| org.apache.commons.math3.analysis.integration |
Numerical integration (quadrature) algorithms for univariate real functions.
单变量真正函数的数值积分（正交）算法。 |
| org.apache.commons.math3.analysis.integration.gauss |
Gauss family of quadrature schemes.
高斯系列正交计划。 |
| org.apache.commons.math3.analysis.interpolation |
Univariate real functions interpolation algorithms.
单变量真实功能插值算法。 |
| org.apache.commons.math3.analysis.polynomials |
Univariate real polynomials implementations, seen as differentiable univariate real functions.
单变量真实多项式实现，视为可分辨率的单变量真实功能。 |
| org.apache.commons.math3.analysis.solvers |
Root finding algorithms, for univariate real functions.
根发现算法，用于单变量真实功能。 |
| org.apache.commons.math3.complex |
Complex number type and implementations of complex transcendental functions.
复杂的数字类型和复杂的超越函数的实现。 |
| org.apache.commons.math3.dfp |
Decimal floating point library for Java
Java的十进制浮点库 |
| org.apache.commons.math3.distribution |
Implementations of common discrete and continuous distributions.
常见离散和连续分布的实现。 |
| org.apache.commons.math3.distribution.fitting |
Fitting of parameters against distributions.
对分布的参数拟合。 |
| org.apache.commons.math3.exception |
Specialized exceptions for algorithms errors.
算法错误的专门例外。 |
| org.apache.commons.math3.exception.util |
Classes supporting exception localization.
支持异常本地化的课程。 |
| org.apache.commons.math3.filter |
Implementations of common discrete-time linear filters.
公共离散时间线性滤波器的实现。 |
| org.apache.commons.math3.fitting |
Classes to perform curve fitting.
课程执行曲线拟合。 |
| org.apache.commons.math3.fitting.leastsquares |
This package provides algorithms that minimize the residuals between observations and model values.
该包提供了最小化观察和模型值之间的残差的算法。 |
| org.apache.commons.math3.fraction |
Fraction number type and fraction number formatting.
分数号类型和分数号格式。 |
| org.apache.commons.math3.genetics |
This package provides Genetic Algorithms components and implementations.
该包提供遗传算法组件和实现。 |
| org.apache.commons.math3.geometry |
This package is the top level package for geometry.
此包是几何的顶级包装。 |
| org.apache.commons.math3.geometry.enclosing |
This package provides interfaces and classes related to the smallest enclosing ball problem.
此包提供与最小封闭球问题相关的接口和类。 |
| org.apache.commons.math3.geometry.euclidean.oned |
This package provides basic 1D geometry components.
此包提供基本的1D几何组件。 |
| org.apache.commons.math3.geometry.euclidean.threed |
This package provides basic 3D geometry components.
此包提供基本的3D几何组件。 |
| org.apache.commons.math3.geometry.euclidean.twod |
This package provides basic 2D geometry components.
此包提供基本的2D几何组件。 |
| org.apache.commons.math3.geometry.euclidean.twod.hull |
This package provides algorithms to generate the convex hull for a set of points in an two-dimensional euclidean space.
此包提供算法，用于在二维欧几里德空间中生成一组点的凸壳。 |
| org.apache.commons.math3.geometry.hull |
This package provides interfaces and classes related to the convex hull problem.
此包提供与凸壳问题相关的接口和类。 |
| org.apache.commons.math3.geometry.partitioning |
This package provides classes to implement Binary Space Partition trees.
此包提供类以实现二进制空间分区树。 |
| org.apache.commons.math3.geometry.partitioning.utilities |
This package provides multidimensional ordering features for partitioning.
此包提供用于分区的多维排序功能。 |
| org.apache.commons.math3.geometry.spherical.oned |
This package provides basic geometry components on the 1-sphere.
此包在1范围内提供基本的几何组件。 |
| org.apache.commons.math3.geometry.spherical.twod |
This package provides basic geometry components on the 2-sphere.
此包在2范围内提供基本的几何组件。 |
| org.apache.commons.math3.linear |
Linear algebra support.
线性代数支持。 |
| org.apache.commons.math3.ml |
Base package for machine learning algorithms.
机器学习算法的基础包。 |
| org.apache.commons.math3.ml.clustering |
Clustering algorithms.
聚类算法。 |
| org.apache.commons.math3.ml.clustering.evaluation |
Cluster evaluation methods.
集群评估方法。 |
| org.apache.commons.math3.ml.distance |
Common distance measures.
公共距离措施。 |
| org.apache.commons.math3.ml.neuralnet |
Neural networks.
神经网络。 |
| org.apache.commons.math3.ml.neuralnet.oned |
One-dimensional neural networks.
一维神经网络。 |
| org.apache.commons.math3.ml.neuralnet.sofm |
Self Organizing Feature Map.
自我组织特征图。 |
| org.apache.commons.math3.ml.neuralnet.sofm.util |
Miscellaneous utilities.
杂项公用事业。 |
| org.apache.commons.math3.ml.neuralnet.twod |
Two-dimensional neural networks.
二维神经网络。 |
| org.apache.commons.math3.ml.neuralnet.twod.util |
Utilities to visualize two-dimensional neural networks.
实用程序可视化二维神经网络。 |
| org.apache.commons.math3.ode |
This package provides classes to solve Ordinary Differential Equations problems.
此包提供类以解决常微分方程问题。 |
| org.apache.commons.math3.ode.events |
This package provides classes to handle discrete events occurring during Ordinary Differential Equations integration.
此包提供类以处理在常微分方程集成期间发生的离散事件。 |
| org.apache.commons.math3.ode.nonstiff |
This package provides classes to solve non-stiff Ordinary Differential Equations problems.
该包提供了解决非硬常态差分方程问题的类。 |
| org.apache.commons.math3.ode.sampling |
This package provides classes to handle sampling steps during Ordinary Differential Equations integration.
此包提供类以处理常用方程集成期间处理采样步骤。 |
| org.apache.commons.math3.optim |
Generally, optimizers are algorithms that will either minimize or maximize a scalar function, called the objective function.
通常，优化器是将最小化或最大化标量函数的算法，称为目标函数。 |
| org.apache.commons.math3.optim.linear |
Optimization algorithms for linear constrained problems.
线性约束问题的优化算法。 |
| org.apache.commons.math3.optim.nonlinear.scalar |
Algorithms for optimizing a scalar function.
用于优化标量函数的算法。 |
| org.apache.commons.math3.optim.nonlinear.scalar.gradient |
This package provides optimization algorithms that require derivatives.
此包提供需要衍生物的优化算法。 |
| org.apache.commons.math3.optim.nonlinear.scalar.noderiv |
This package provides optimization algorithms that do not require derivatives.
此包提供不需要衍生物的优化算法。 |
| org.apache.commons.math3.optim.nonlinear.vector |
Algorithms for optimizing a vector function.
用于优化矢量函数的算法。 |
| org.apache.commons.math3.optim.nonlinear.vector.jacobian |
This package provides optimization algorithms that require derivatives.
此包提供需要衍生物的优化算法。 |
| org.apache.commons.math3.optim.univariate |
One-dimensional optimization algorithms.
一维优化算法。 |
| org.apache.commons.math3.optimization |
All classes and sub-packages of this package are deprecated.
不推荐使用此包的所有类和子包。 |
| org.apache.commons.math3.optimization.direct |
This package provides optimization algorithms that don't require derivatives.
此包提供不需要衍生物的优化算法。 |
| org.apache.commons.math3.optimization.fitting |
This package provides classes to perform curve fitting.
此程序包提供执行曲线拟合的类。 |
| org.apache.commons.math3.optimization.general |
This package provides optimization algorithms that require derivatives.
此包提供需要衍生物的优化算法。 |
| org.apache.commons.math3.optimization.linear |
This package provides optimization algorithms for linear constrained problems.
该包提供用于线性约束问题的优化算法。 |
| org.apache.commons.math3.optimization.univariate |
Univariate real functions minimum finding algorithms.
单变量真实功能最小查找算法。 |
| org.apache.commons.math3.primes |
Methods related to prime numbers like primality test, factor decomposition.
与素数相关的方法，如原始测试，因子分解。 |
| org.apache.commons.math3.random |
Random number and random data generators.
随机数和随机数据发生器。 |
| org.apache.commons.math3.special |
Implementations of special functions such as Beta and Gamma.
特殊功能的实现，如Beta和Gamma。 |
| org.apache.commons.math3.stat |
Data storage, manipulation and summary routines.
数据存储，操纵和摘要例程。 |
| org.apache.commons.math3.stat.clustering |
All classes and sub-packages of this package are deprecated.
不推荐使用此包的所有类和子包。 |
| org.apache.commons.math3.stat.correlation |
Correlations/Covariance computations.
相关性/协方差计算。 |
| org.apache.commons.math3.stat.descriptive |
Generic univariate summary statistic objects.
通用单变量摘要统计对象。 |
| org.apache.commons.math3.stat.descriptive.moment |
Summary statistics based on moments.
基于时刻的概述统计数据。 |
| org.apache.commons.math3.stat.descriptive.rank |
Summary statistics based on ranks.
基于级别的概要统计数据。 |
| org.apache.commons.math3.stat.descriptive.summary |
Other summary statistics.
其他摘要统计。 |
| org.apache.commons.math3.stat.inference |
Classes providing hypothesis testing.
类提供假设测试。 |
| org.apache.commons.math3.stat.interval |
Classes providing binomial proportion confidence interval construction.
提供二项式比例置信区间建设的课程。 |
| org.apache.commons.math3.stat.ranking |
Classes providing rank transformations.
提供排名转换的课程。 |
| org.apache.commons.math3.stat.regression |
Statistical routines involving multivariate data.
涉及多变量数据的统计程序。 |
| org.apache.commons.math3.transform |
Implementations of transform methods, including Fast Fourier transforms.
变换方法的实现，包括快速傅里叶变换。 |
| org.apache.commons.math3.util |
Convenience routines and common data structures used throughout the commons-math library.
在整个公共数学库中使用的便利惯例和常见数据结构。 |