Java lightweight mathematics and statistics components
DescriptionCommons Math is a Java library of lightweight, self-contained mathematics and statistics components. Commons Math is made up of a small set of math/stat utilities addressing programming problems like the ones in the list below:
- Computing means, variances and other summary statistics for a list of
- Fitting a line to a set of data points using linear regression
- Finding a smooth curve that passes through a collection of points
- Fitting a parametric model to a set of measurements using least-squares
- Solving equations involving real-valued functions (i.e. root-finding)
- Solving systems of linear equations
- Solving Ordinary Differential Equations
- Minimizing multi-dimensional functions
- Generating random numbers with more restrictions (e.g distribution, range)
than what is possible using the JDK
- Generating random samples and/or datasets that are "like" the data in an
- Performing statistical significance tests
- Miscellaneous mathematical functions such as factorials, binomial
coefficients and "special functions" (e.g. gamma, beta functions)This is a part of the Apache Commons Project.
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