Numerical methods

Optimization

Refer to Optimization Algorithms.

OptimizationProblem(*args)	Base class to define an optimization problem.
NearestPointProblem(*args)	Nearest point problem.
LeastSquaresProblem(*args)	Least-squares problem.
OptimizationAlgorithm(*args)	Base class for optimization wrappers.
OptimizationResult(*args)	Optimization result.
AbdoRackwitz(*args)	Abdo-Rackwitz solver.
Bonmin(*args)	Bonmin MINLP solver.
Ceres(*args)	Interface to Ceres Solver.
CMinpack(*args)	Interface to CMinpack.
Cobyla(*args)	Constrained Optimization BY Linear Approximations solver.
Dlib(*args)	Base class for optimization solvers from the [dlib2009] library.
experimental.EfficientGlobalOptimization(*args)	Efficient Global Optimization algorithm.
Ipopt(*args)	Ipopt nonlinear optimization solver.
MultiStart(*args)	Multi-start optimization algorithm.
NLopt(*args)	Interface to NLopt.
Pagmo(*args)	Pagmo algorithms.
SQP(*args)	Sequential Quadratic Programming solver.
TNC(*args)	Truncated Newton Constrained solver.

Integration

IntegrationAlgorithm(*args)	Base class for integration algorithms.
FilonQuadrature(*args)	Integration algorithm for oscillating integrand.
experimental.CubaIntegration(*args)	Multidimensional integration algorithms.
SimplicialCubature(*args)	Integration over a mesh.
experimental.ExperimentIntegration(*args)	Create a quadrature rule for numerical integration based on a weighted experiment.

GaussKronrod(*args)	Adaptive integration algorithm of Gauss-Kronrod.
GaussLegendre(*args)	Tensorized integration algorithm of Gauss-Legendre.
FejerAlgorithm(*args)	Fejer Integration algorithm

GaussKronrodRule(*args)

Gauss-Kronrod rule used in the integration algorithm.

IteratedQuadrature(*args)

Multivariate integration algorithm.

Transformations

FFT(*args)	Base class for Fast Fourier Transform (FFT) and Inverse Fast Fourier Transform (IFFT).
KissFFT(*args)	Kiss FFT.
BoxCoxFactory(*args)	BoxCox transformation estimator.
BoxCoxTransform(*args)	BoxCox transformation.
InverseBoxCoxTransform(*args)	BoxCox transformation.
TrendFactory(*args)	Trend estimator.
TrendTransform(*args)	Trend transformation.
InverseTrendTransform(*args)	Inverse Trend transformation.

Spatial lookup

NearestNeighbourAlgorithm(*args)	Nearest neighbour lookup.
KDTree(*args)	Partition tree data structure.
NaiveNearestNeighbour(*args)	Brute force algorithm for nearest-neighbour lookup.
NearestNeighbour1D(*args)	Partition tree data structure for 1D points.
RegularGridNearestNeighbour(*args)	Partition tree data structure.
EnclosingSimplexAlgorithm(*args)	Point location algorithm.
NaiveEnclosingSimplex(*args)	Naive implementation of point location.
RegularGridEnclosingSimplex(*args)	Specialized point location algorithm on RegularGrid.
EnclosingSimplexMonotonic1D(*args)	Specialized point location algorithm for monotonic 1D meshes.
BoundingVolumeHierarchy(*args)	Bounding Volume Hierarchy to speed-up point location.

Classification

Classifier(*args)	Base class for classification algorithms.
MixtureClassifier(*args)	Particular classifier based on a mixture distribution.
MinimumVolumeClassifier(*args)	Classifier define by a minimum volume level set.
ExpertMixture(*args)	Expert mixture defining a piecewise function according to a classifier.

Combinatorial generators

CombinatorialGenerator(*args)	Combinatorial generator base class.
Combinations(*args)	Combinations generator.
KPermutations(*args)	K permutations generator.
Tuples(*args)	Tuples generator.