The list of algorithms currently implemented is as follows. List was last updated at 20/05/2021.
| Module | Functions/Subroutines/Types | Description | See Also |
|---|---|---|---|
| Assert | |||
| assertEquals | Asserts that two real numbers are equal. | ||
| assertEqualsWith | Asserts that two real numbers up to n decimals. | ||
| Commons | |||
| erfun | Approximation to Error function. | https://www.wikiwand.com/en/Error_function | |
| erfunInv | Approximation to Inverse Error function. | https://www.wikiwand.com/en/Error_function | |
| ccdf | Approximation to standard normal distribution. | Abramowitz and Stegun, Formula 26.2.23 | |
| roundNearN | Round a real number to nearest up to n digits. | ||
| Constants | Frequently used math constants. | ||
| Distributions | rbeta, rbinom, rcauchy, rexp, rf, rgamma, rgeom, rlognormal, rnorm, rpois, rt, runif |
Random number generation for statistical distributions. | 1. Devroye's book: Chapter 9 & 10 http://luc.devroye.org/chapter_nine.pdf, http://luc.devroye.org/chapter_ten.pdf 2. Kneusel's Random Numbers and Computers book. |
| IO | |||
| printMatrix | Subroutine for print two-dim. arrays to console. | ||
| writeCsv | Subroutine for print two-dim. arrays to comma-seperated file. | ||
| Linear Algebra | |||
| cholesky | Cholesky decomposition. | ||
| cofactor | Cofactor matrix. | ||
| determinant | Determinant of a matrix. | ||
| gauss | Gaussian elimination for solving system of linear equations. | ||
| gramschmidt | QR Decomposition with Gram-Schmidt method. | ||
| inverse | Inverse of a matrix. | ||
| ludcmp | LU decomposition. | ||
| minorMatrix | Minor matrix. | ||
| transpose | Transpose of a matrix. | ||
| Plots | plot2d | XY line plot with gnuplot. | Install gnuplot. |
| Random | lcg | Linear congruential generator for pseudo-random number generation. | |
| RootFinding | |||
| secantMethod | 1D root finding. | ||
| broydenMethod | N-dim. root finding [NOT IMPLEMENTED YET]. | ||
| Testing | Tests | Minimal unit testing type. | |