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Site map
News
About ALGLIB
ALGLIB history
Compatibility
Differential equations
Runge-Kutta-Cash-Karp method
Linear equations
Systems of linear equations
Matrix and vector operations
LU decomposition
Cholesky decomposition
Estimate of the condition number
Other operations on general matrices
QR decomposition of a rectangular matrix
LQ decomposition of a rectangular matrix
Singular value decomposition
Schur decomposition
Determinant
Matrix inverse
Update of the inverse matrix by the Sherman-Morrison formula
Reduction of a general matrix to bidiagonal form
Reduction of a square matrix to upper Hessenberg form
Operations on complex matrices
Determinant of a complex matrix
Complex matrix inverse
Operations on symmetric matrices
LDLT decomposition
Determinant of a symmetric positive definite matrix
Determinant of a symmetric indefinite matrix
Inverse of a symmetric positive definite matrix
Inverse of a symmetric indefinite matrix
Condition number estimate of a symmetric indefinite matrix
Reduction of a symmetric matrix to tridiagonal form
Operations on Hermitian matrices
Reduction of a Hermitian matrix to real tridiagonal form by the orthogonal similarity transformation.
Operations on other matrices
Triangular matrix inverse
Bidiagonal singular value decomposition
Schur decomposition of a real upper Hessenberg matrix
Complex triangular matrix inverse
Eigenvalues and eigenvectors
Symmetric eigenproblems
Symmetric eigenproblem
Symmetric eigenproblem: bisection and inverse iteration
Generalized symmetric positive definite eigenproblem
Symmetric tridiagonal eigenproblem
Real symmetric tridiagonal eigenproblem: bisection and inverse iteration
Hermitian eigenproblems
Hermitian eigenproblem
Hermitian eigenproblem: bisection and inverse iteration
Nonsymmetric eigenproblems
Nonsymmetric eigenproblem
Numerical integration
Adaptive quadrature
Gaussian quadrature
Gauss-Kronrod quadrature
Interpolation and approximation
Polynomial interpolation
Rational interpolation
Spline interpolation
Least squares fitting (linear/nonlinear)
Bilinear and bicubic spline interpolation
Univariate and multivariate optimization
L-BFGS algorithm
Levenberg-Marquardt algorithm
FFT, convolution, correlation
Fast Fourier transform
Fast Hartley transform
Convolution
Cross-correlation
Statistics: general algorithms
Descriptive statistics
Correlation
Hypothesis testing
Student's t-tests
F-test and chi-square test
Sign test
Wilcoxon signed-rank test
Mann-Whitney U-test
Jarque-Bera test
Significance test for correlation coefficient
Data analysis
General principles
Linear regression
Multinomial logit regression
Neural networks
Neural network ensembles
Decision forest
Linear discriminant analysis
Principal component analysis
k-means++ clustering
Special functions
Orthogonal polynomials
Chebyshev polynomials
Hermite polynomials
Laguerre polynomials
Legendre polynomials
Distributions
F-distribution
Chi-square distribution
Binomial distribution
Poisson distribution
Student's t-distribution
Normal distribution, error function
Gamma function
Incomplete gamma function
Psi function
Beta function
Incomplete beta function
Bessel functions of integer order
Elliptic integrals of the first and second kind
Jacobian elliptic functions
Dawson integral
Exponential integrals
Ei(x)
and
En(x)
Trigonometric integrals
Fresnel integrals
C(x)
and
S(x)
Airy functions
Ai(x)
and
Bi(x)
Sergey Bochkanov, Vladimir Bystritsky
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