Index

A

absorb_sum_to_zero_constraint() (in module magli.wood._smooths) aic() (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method)

B

b_spline_basis() (in module magli.eilers._bspline) bic() (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method) bs (magli.wood._lingam.LinGAM property) (magli.wood.LinGAM property)

build_bs_basis() (in module magli.wood._smooths) build_cc_basis() (in module magli.wood._smooths) build_cp_basis() (in module magli.wood._smooths) build_cr_basis() (in module magli.wood._smooths) build_ps_basis() (in module magli.wood._smooths) build_smooth_basis() (in module magli.wood._smooths) build_tp_basis() (in module magli.wood._smooths)

C

circular_second_diff_penalty() (in module magli.eilers._penalty) coef_ (magli.eilers.GAMCore attribute) (magli.eilers.LinGAM attribute) (magli.wood.GAMCore attribute) (magli.wood.LinGAM attribute)

confidence_intervals() (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method) constraint (magli.eilers._lingam.LinGAM property) (magli.eilers.LinGAM property)

D

design_matrix_ (magli.eilers._lingam.LinGAM property) (magli.eilers.LinGAM property) (magli.wood._lingam.LinGAM property) (magli.wood.LinGAM property)

deviance_explained() (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method)

E

edge_knots_ (magli.eilers._lingam.LinGAM property) (magli.eilers.LinGAM property)

F

first_diff_penalty() (in module magli.eilers._penalty) fit() (magli.eilers._gam.GAMCore method) (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood._gam.GAMCore method) (magli.wood._lingam.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method)

fit_intercept (magli.eilers.GAMCore attribute) (magli.eilers.LinGAM attribute) (magli.wood.GAMCore attribute) (magli.wood.LinGAM attribute) fit_wood_engine() (in module magli.wood._optimizer) formula (magli.eilers.GAMCore attribute) (magli.eilers.LinGAM attribute) (magli.wood.GAMCore attribute) (magli.wood.LinGAM attribute)

G

GAMCore (class in magli) (class in magli.eilers) (class in magli.eilers._gam) (class in magli.wood) (class in magli.wood._gam) gridsearch() (magli.eilers._gam.GAMCore method) (magli.eilers._lingam.LinGAM method) (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood._gam.GAMCore method) (magli.wood._lingam.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method)

I

instantiate_terms() (in module magli.eilers._terms) instantiate_wood_terms() (in module magli.wood._terms) is_fitted (magli.eilers.GAMCore property) (magli.eilers.LinGAM property) (magli.wood.GAMCore property) (magli.wood.LinGAM property)

K

k (magli.wood._lingam.LinGAM property) (magli.wood.LinGAM property)

knots_ (magli.eilers._lingam.LinGAM property) (magli.eilers.LinGAM property)

L

lam (magli.eilers._lingam.LinGAM property) (magli.eilers.LinGAM property) (magli.wood._lingam.LinGAM property) (magli.wood.LinGAM property) LinGAM (class in magli.eilers) (class in magli.eilers._lingam) (class in magli.wood) (class in magli.wood._lingam) (in module magli)

loglikelihood() (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method)

M

magli._base module magli._formula module magli.eilers._bspline module magli.eilers._gam module magli.eilers._lingam module magli.eilers._penalty module magli.eilers._solver module magli.eilers._terms module magli.wood._gam module magli.wood._lingam module

magli.wood._optimizer module magli.wood._smooths module magli.wood._terms module module magli._base magli._formula magli.eilers._bspline magli.eilers._gam magli.eilers._lingam magli.eilers._penalty magli.eilers._solver magli.eilers._terms magli.wood._gam magli.wood._lingam magli.wood._optimizer magli.wood._smooths magli.wood._terms

N

n_coefs (magli.eilers._lingam.LinGAM property) (magli.eilers.LinGAM property) (magli.wood._lingam.LinGAM property) (magli.wood.LinGAM property) n_splines (magli.eilers._lingam.LinGAM property) (magli.eilers.LinGAM property) (magli.wood._lingam.LinGAM property) (magli.wood.LinGAM property)

n_terms (magli.eilers.GAMCore property) (magli.eilers.LinGAM property) (magli.wood.GAMCore property) (magli.wood.LinGAM property)

P

parse_formula() (in module magli._formula) partial_dependence() (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method) plot_decomposition() (magli.eilers._gam.GAMCore method) (magli.eilers._lingam.LinGAM method) (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood._gam.GAMCore method) (magli.wood._lingam.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method)

plot_diagnostics() (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method) predict() (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method) predict_smooth_basis() (in module magli.wood._smooths) prediction_intervals() (magli.eilers.GAMCore method) (magli.eilers.LinGAM method) (magli.wood.GAMCore method) (magli.wood.LinGAM method)

R

rescale_penalty() (in module magli.wood._smooths)

ridge_penalty() (in module magli.eilers._penalty)

S

second_diff_penalty() (in module magli.eilers._penalty) shape_constraint_penalty() (in module magli.eilers._penalty) solve_pirls() (in module magli.eilers._solver) sp (magli.wood._lingam.LinGAM property) (magli.wood.LinGAM property) statistics_ (magli.eilers.GAMCore attribute) (magli.eilers.LinGAM attribute) (magli.wood.GAMCore attribute) (magli.wood.LinGAM attribute)

summary() (magli.wood._gam.GAMCore method) (magli.wood.GAMCore method) (magli.wood.LinGAM method)