Index

A

add_bounds() (equadratures.optimisation.Optimisation method) add_linear_eq_con() (equadratures.optimisation.Optimisation method) add_linear_ineq_con() (equadratures.optimisation.Optimisation method)

add_nonlinear_eq_con() (equadratures.optimisation.Optimisation method) add_nonlinear_ineq_con() (equadratures.optimisation.Optimisation method) add_objective() (equadratures.optimisation.Optimisation method) apply() (equadratures.polytree.PolyTree method)

B

Basis (class in equadratures.basis)

C

compressed_sensing (class in equadratures.solver) constrained_least_squares (class in equadratures.solver)

Correlations (class in equadratures.correlations) custom_solver (class in equadratures.solver)

E

elastic_net (class in equadratures.solver) equadratures.basis module equadratures.correlations module equadratures.logistic_poly module equadratures.optimisation module equadratures.parameter module equadratures.poly module

equadratures.polytree module equadratures.quadrature module equadratures.scalers module equadratures.solver module equadratures.subspaces module equadratures.weight module evaluate_model() (in module equadratures.poly) evaluate_model_gradients() (in module equadratures.poly)

F

fit() (equadratures.logistic_poly.LogisticPoly method) (equadratures.poly.Graphpolys method) (equadratures.polytree.PolyTree method) (equadratures.scalers.scaler_meanvar method) (equadratures.scalers.scaler_minmax method)

G

get_basis() (equadratures.basis.Basis method) get_cardinality() (equadratures.basis.Basis method) get_cdf() (equadratures.parameter.Parameter method) get_coefficients() (equadratures.poly.Poly method) (equadratures.solver.Solver method) get_conditional_kurtosis_indices() (equadratures.poly.Poly method) get_conditional_skewness_indices() (equadratures.poly.Poly method) get_correlated_samples() (equadratures.correlations.Correlations method) get_description() (equadratures.parameter.Parameter method) get_eigenvalues() (equadratures.subspaces.Subspaces method) get_elements() (equadratures.basis.Basis method) get_graphviz() (equadratures.polytree.PolyTree method) get_icdf() (equadratures.parameter.Parameter method) get_jacobi_eigenvectors() (equadratures.parameter.Parameter method) get_jacobi_matrix() (equadratures.parameter.Parameter method) get_leaves() (equadratures.polytree.PolyTree method) get_linear_inequalities() (equadratures.subspaces.Subspaces method) get_mean_and_variance() (equadratures.poly.Poly method) (equadratures.polytree.PolyTree method) get_model_evaluations() (equadratures.poly.Poly method) get_multi_index() (equadratures.poly.Poly method) get_node() (equadratures.polytree.PolyTree method) get_parameters() (equadratures.poly.Poly method) get_paths() (equadratures.polytree.PolyTree method) get_pdf() (equadratures.correlations.Correlations method) (equadratures.parameter.Parameter method) (equadratures.weight.Weight method) get_points() (equadratures.correlations.Correlations method) (equadratures.poly.Poly method) (equadratures.quadrature.Quadrature method)

get_points_and_weights() (equadratures.poly.Poly method) (equadratures.quadrature.Quadrature method) get_poly() (equadratures.poly.Poly method) get_poly_grad() (equadratures.poly.Poly method) get_poly_hess() (equadratures.poly.Poly method) get_polyfit() (equadratures.poly.Poly method) get_polyfit_function() (equadratures.poly.Poly method) get_polyfit_grad() (equadratures.poly.Poly method) get_polyfit_grad_function() (equadratures.poly.Poly method) get_polyfit_hess() (equadratures.poly.Poly method) get_polyfit_hess_function() (equadratures.poly.Poly method) get_polys() (equadratures.polytree.PolyTree method) get_polyscore() (equadratures.poly.Poly method) get_recurrence_coefficients() (equadratures.parameter.Parameter method) get_samples() (equadratures.parameter.Parameter method) get_samples_constraining_active_coordinates() (equadratures.subspaces.Subspaces method) get_skewness_and_kurtosis() (equadratures.poly.Poly method) get_sobol_indices() (equadratures.poly.Poly method) get_splits() (equadratures.polytree.PolyTree method) get_subspace() (equadratures.subspaces.Subspaces method) get_subspace_polynomial() (equadratures.subspaces.Subspaces method) get_summary() (equadratures.poly.Poly method) get_total_sobol_indices() (equadratures.poly.Poly method) get_transformed_poly() (equadratures.correlations.Correlations method) get_weights() (equadratures.poly.Poly method) (equadratures.quadrature.Quadrature method) get_zonotope_vertices() (equadratures.subspaces.Subspaces method) Graphpolys (class in equadratures.poly)

H

huber (class in equadratures.solver)

L

least_absolute_residual (class in equadratures.solver)

least_squares (class in equadratures.solver) LogisticPoly (class in equadratures.logistic_poly)

M

minimum_norm (class in equadratures.solver) module equadratures.basis equadratures.correlations equadratures.logistic_poly equadratures.optimisation equadratures.parameter equadratures.poly equadratures.polytree equadratures.quadrature equadratures.scalers equadratures.solver equadratures.subspaces equadratures.weight

N

numerical_integration (class in equadratures.solver)

O

Optimisation (class in equadratures.optimisation)

optimise() (equadratures.optimisation.Optimisation method)

P

Parameter (class in equadratures.parameter) plot_2D_contour_zonotope() (equadratures.subspaces.Subspaces method) plot_cdf() (equadratures.parameter.Parameter method) plot_decision_surface() (equadratures.polytree.PolyTree method) plot_index_set() (equadratures.basis.Basis method) plot_model_vs_data() (equadratures.poly.Poly method) plot_orthogonal_polynomials() (equadratures.parameter.Parameter method) plot_parameters() (equadratures.poly.Poly method) plot_pdf() (equadratures.parameter.Parameter method) plot_polyfit_1D() (equadratures.poly.Poly method) plot_regpath() (equadratures.solver.elastic_net method)

plot_samples_from_second_subspace_over_first() (equadratures.subspaces.Subspaces method) plot_sobol() (equadratures.poly.Poly method) plot_sobol_heatmap() (equadratures.poly.Poly method) plot_sufficient_summary() (equadratures.subspaces.Subspaces method) plot_total_sobol() (equadratures.poly.Poly method) Poly (class in equadratures.poly) PolyTree (class in equadratures.polytree) predict() (equadratures.logistic_poly.LogisticPoly method) (equadratures.poly.Graphpolys method) (equadratures.polytree.PolyTree method) prune() (equadratures.basis.Basis method) (equadratures.polytree.PolyTree method)

Q

Quadrature (class in equadratures.quadrature)

R

rvm (class in equadratures.solver)

S

scaler_custom (class in equadratures.scalers) scaler_meanvar (class in equadratures.scalers) scaler_minmax (class in equadratures.scalers) select_solver() (equadratures.solver.Solver static method) set_model() (equadratures.correlations.Correlations method) (equadratures.poly.Poly method)

set_orders() (equadratures.basis.Basis method) Solver (class in equadratures.solver) sort() (equadratures.basis.Basis method) Subspaces (class in equadratures.subspaces)

T

transform() (equadratures.scalers.scaler_custom method) (equadratures.scalers.scaler_meanvar method) (equadratures.scalers.scaler_minmax method)

U

untransform() (equadratures.scalers.scaler_custom method) (equadratures.scalers.scaler_meanvar method) (equadratures.scalers.scaler_minmax method)

V

vector_to_2D_grid() (in module equadratures.poly)

W

Weight (class in equadratures.weight)