Index

_

__init__() (Bicop method) (BicopBase method) (BicopLike method) (ConditioningContext method) (CVineStructure method) (DVineStructure method) (FitControlsBicop method) (FitControlsTorchBicop method) (FitControlsTorchVinecop method) (FitControlsVinecop method) (Kde1d method) (NonSimplifiedContext method) (RVineStructure method) (SimplifiedContext method) (TorchBicop method) (TorchVinecop method) (TorchVinecopBackend method) (Vinecop method) (VinecopBackend method) (VinecopBase method) (VinecopLike method) (VineDensity method) (VineForestDensity method) (VineForestRegressor method) (VineRegressor method)

A

aic() (Bicop method) (Vinecop method) allow_rotations (FitControlsBicop property) (FitControlsVinecop property)

assembles_conditioning (ConditioningContext attribute) (NonSimplifiedContext attribute) (SimplifiedContext attribute)

B

bandwidth (Kde1d property) batched (FitControlsTorchVinecop attribute) benchmark() (in module pyvinecopulib.utils) beta (Bicop property) bic() (Bicop method) (Vinecop method)

Bicop (class in pyvinecopulib.core) bicop_controls (FitControlsTorchVinecop attribute) BicopBase (class in pyvinecopulib.core) BicopFamily (class in pyvinecopulib.families) BicopLike (class in pyvinecopulib.core)

C

cache_integrals (FitControlsTorchVinecop attribute) call_super_init (TorchBicop attribute) (TorchVinecop attribute) cdf() (Bicop method) (BicopBase method) (BicopLike method) (Kde1d method) (TorchBicop method) (TorchVinecop method) (TorchVinecopBackend method) (Vinecop method) (VinecopBackend method) (VinecopBase method) (VinecopLike method) (VineDensity method) (VineForestDensity method)

ConditioningContext (class in pyvinecopulib.core) CVineStructure (class in pyvinecopulib.core)

D

d (TorchVinecop attribute) (VinecopBase attribute) degree (Kde1d property) device (FitControlsTorchVinecop attribute) dim (CVineStructure property) (DVineStructure property) (RVineStructure property) (TorchVinecop property) (Vinecop property) (VinecopBase property)

dtype (FitControlsTorchVinecop attribute) dump_patches (TorchBicop attribute) (TorchVinecop attribute) DVineStructure (class in pyvinecopulib.core)

E

edf (Kde1d property) edge_context() (ConditioningContext method) (NonSimplifiedContext method) (SimplifiedContext method)

F

families (Vinecop property) family (Bicop property) family_set (FitControlsBicop property) (FitControlsVinecop property) fit() (Bicop method) (Kde1d method) (TorchVinecop static method) (Vinecop method) (VinecopBase static method) (VineDensity method) (VineForestDensity method) (VineForestRegressor method) (VineRegressor method) fit_vine() (TorchVinecopBackend method) (VinecopBackend method) FitControlsBicop (class in pyvinecopulib.core) FitControlsTorchBicop (class in pyvinecopulib.torch) FitControlsTorchVinecop (class in pyvinecopulib.torch) FitControlsVinecop (class in pyvinecopulib.core) flip() (Bicop method) (BicopBase method) (BicopLike method) (TorchBicop method) format() (Vinecop method) from_bicop() (TorchBicop class method) from_data() (Bicop method) (TorchBicop class method) (TorchVinecop class method) (Vinecop method) from_dimension() (CVineStructure method) (DVineStructure method) (RVineStructure method) (Vinecop method)

from_family() (Bicop method) from_file() (Bicop method) (CVineStructure method) (DVineStructure method) (RVineStructure method) (Vinecop method) from_grid() (Kde1d method) from_json() (Bicop method) (CVineStructure method) (DVineStructure method) (RVineStructure method) (Vinecop method) from_matrix() (CVineStructure method) (DVineStructure method) (RVineStructure method) from_order() (CVineStructure method) (DVineStructure method) (RVineStructure method) from_params() (Kde1d method) from_struct_array() (CVineStructure method) (DVineStructure method) (RVineStructure method) from_structure() (TorchVinecop class method) (Vinecop method) from_trees() (CVineStructure method) (DVineStructure method) (RVineStructure method) from_vinecop() (TorchVinecop class method)

G

get_family() (Vinecop method) get_pair_copula() (TorchVinecop method) (Vinecop method) (VinecopBase method) get_parameters() (Vinecop method) get_rotation() (Vinecop method) get_struct_array() (CVineStructure method) (DVineStructure method) (RVineStructure method) (Vinecop method)

get_tau() (Vinecop method) ghalton() (in module pyvinecopulib.utils) gradient() (Vinecop method) grid_points (Kde1d property) grid_size (FitControlsTorchBicop attribute) (Kde1d property) grid_type (FitControlsTorchBicop attribute)

H

hessian() (Vinecop method) hessian_full() (Vinecop method) hfunc1() (Bicop method) (BicopBase method) (BicopLike method) (TorchBicop method) hfunc1_deriv() (Bicop method) hfunc1_deriv2() (Bicop method) hfunc2() (Bicop method) (BicopBase method) (BicopLike method) (TorchBicop method)

hfunc2_deriv() (Bicop method) hfunc2_deriv2() (Bicop method) hinv1() (Bicop method) (BicopBase method) (BicopLike method) (TorchBicop method) hinv2() (Bicop method) (BicopBase method) (BicopLike method) (TorchBicop method)

I

inverse_order (TorchVinecop attribute) (VinecopBase attribute) inverse_rosenblatt() (TorchVinecop method) (Vinecop method) (VinecopBase method) (VinecopLike method)

is_indep (TorchBicop attribute)

K

Kde1d (class in pyvinecopulib.utils)

L

loglik (Kde1d property) loglik() (Bicop method) (BicopBase method) (TorchBicop method) (TorchVinecop method) (Vinecop method) (VinecopBase method)

logpdf_deriv() (Bicop method) logpdf_deriv2() (Bicop method)

M

matrix (CVineStructure property) (DVineStructure property) (RVineStructure property) (TorchVinecop property) (Vinecop property) (VinecopBase property) mbic() (Bicop method) mbicv() (Vinecop method) method (FitControlsTorchBicop attribute) min_array() (CVineStructure method) (DVineStructure method) (RVineStructure method)

module pyvinecopulib.core pyvinecopulib.families pyvinecopulib.sklearn pyvinecopulib.sklearn.backends pyvinecopulib.torch pyvinecopulib.utils mult (FitControlsTorchBicop attribute) multiplier (Kde1d property)

N

needed_hfunc1() (CVineStructure method) (DVineStructure method) (RVineStructure method) needed_hfunc2() (CVineStructure method) (DVineStructure method) (RVineStructure method) nobs (Bicop property) (Vinecop property) nonparametric_grid_size (FitControlsBicop property) (FitControlsVinecop property)

nonparametric_method (FitControlsBicop property) (FitControlsVinecop property) nonparametric_mult (FitControlsBicop property) (FitControlsVinecop property) NonSimplifiedContext (class in pyvinecopulib.core) npars (Bicop property) (Vinecop property) num_threads (FitControlsBicop property) (FitControlsVinecop property)

O

order (CVineStructure property) (DVineStructure property) (RVineStructure property) (TorchVinecop attribute) (Vinecop property) (VinecopBase attribute)

P

pair_copulas (TorchVinecop attribute) (Vinecop property) pairs_copula_data() (in module pyvinecopulib.utils) parameters (Bicop property) (Vinecop property) parameters_lower_bounds (Bicop property) parameters_to_beta() (Bicop method) parameters_to_taildep() (Bicop method) parameters_to_tau() (Bicop method) parameters_upper_bounds (Bicop property) parametric_method (FitControlsBicop property) (FitControlsVinecop property) pdf() (Bicop method) (BicopBase method) (BicopLike method) (Kde1d method) (TorchBicop method) (TorchVinecop method) (TorchVinecopBackend method) (Vinecop method) (VinecopBackend method) (VinecopBase method) (VinecopLike method) (VineDensity method) (VineForestDensity method) pdf_deriv() (Bicop method) pdf_deriv2() (Bicop method)

pdf_full() (Vinecop method) plot() (Bicop method) (BicopBase method) (Kde1d method) (TorchBicop method) (TorchVinecop method) (Vinecop method) (VinecopBase method) predict() (VineForestRegressor method) (VineRegressor method) preselect_families (FitControlsBicop property) (FitControlsVinecop property) prob0 (Kde1d property) psi0 (FitControlsBicop property) (FitControlsVinecop property) pyvinecopulib.core module pyvinecopulib.families module pyvinecopulib.sklearn module pyvinecopulib.sklearn.backends module pyvinecopulib.torch module pyvinecopulib.utils module

Q

quantile() (Kde1d method)

R

resolve_backend() (in module pyvinecopulib.sklearn.backends) rosenblatt() (TorchVinecop method) (Vinecop method) (VinecopBase method) (VinecopLike method)

rotation (Bicop property) rotations (Vinecop property) RVineStructure (class in pyvinecopulib.core)

S

sample() (VineDensity method) (VineForestDensity method) score() (VineDensity method) (VineForestDensity method) score_samples() (VineDensity method) (VineForestDensity method) scores() (Vinecop method) scores_cov() (Vinecop method) scores_full() (Vinecop method) seeds (FitControlsTorchVinecop attribute) (FitControlsVinecop property) select() (Bicop method) (TorchVinecop static method) (Vinecop method) (VinecopBase static method) select_families (FitControlsVinecop property) select_threshold (FitControlsVinecop property) select_trunc_lvl (FitControlsVinecop property) selection_criterion (FitControlsBicop property) (FitControlsVinecop property) set_xmin_xmax() (Kde1d method) show_trace (FitControlsVinecop property) SimplifiedContext (class in pyvinecopulib.core) simulate() (Bicop method) (BicopBase method) (BicopLike method) (CVineStructure method) (DVineStructure method) (Kde1d method) (RVineStructure method) (TorchBicop method) (TorchVinecop method) (TorchVinecopBackend method) (Vinecop method) (VinecopBackend method) (VinecopBase method) (VinecopLike method)

simulate_uniform() (in module pyvinecopulib.utils) sobol() (in module pyvinecopulib.utils) struct_array() (CVineStructure method) (DVineStructure method) (RVineStructure method) structure (TorchVinecop attribute) (Vinecop property) (VinecopBase attribute) (VinecopLike attribute) structure_of() (TorchVinecopBackend method) (VinecopBackend method) supports_batched (TorchBicop attribute)

T

taildep (Bicop property) tau (Bicop property) tau_to_parameters() (Bicop method) taus (Vinecop property) threshold (FitControlsTorchVinecop attribute) (FitControlsVinecop property) (Vinecop property) to_file() (Bicop method) (CVineStructure method) (DVineStructure method) (RVineStructure method) (Vinecop method) to_json() (Bicop method) (CVineStructure method) (DVineStructure method) (RVineStructure method) (Vinecop method) to_pseudo_obs() (in module pyvinecopulib.utils) TorchBicop (class in pyvinecopulib.torch) TorchVinecop (class in pyvinecopulib.torch)

TorchVinecopBackend (class in pyvinecopulib.sklearn.backends) training (TorchBicop attribute) (TorchVinecop attribute) tree_algorithm (FitControlsTorchVinecop attribute) (FitControlsVinecop property) tree_criterion (FitControlsTorchVinecop attribute) (FitControlsVinecop property) tree_criterion_function (FitControlsVinecop property) trunc_lvl (CVineStructure property) (DVineStructure property) (FitControlsTorchVinecop attribute) (FitControlsVinecop property) (RVineStructure property) (TorchVinecop attribute) (Vinecop property) (VinecopBase attribute) truncate() (CVineStructure method) (DVineStructure method) (RVineStructure method) (Vinecop method) type (Kde1d property)

V

values (Kde1d property) var_types (Bicop property) (Vinecop property) Vinecop (class in pyvinecopulib.core) VinecopBackend (class in pyvinecopulib.sklearn.backends)

VinecopBase (class in pyvinecopulib.core) VinecopLike (class in pyvinecopulib.core) VineDensity (class in pyvinecopulib.sklearn) VineForestDensity (class in pyvinecopulib.sklearn) VineForestRegressor (class in pyvinecopulib.sklearn) VineRegressor (class in pyvinecopulib.sklearn)

W

wdm() (in module pyvinecopulib.utils) weights (FitControlsBicop property) (FitControlsVinecop property) with_local_random() (TorchVinecopBackend method) (VinecopBackend method)

with_num_threads() (TorchVinecopBackend method) (VinecopBackend method) with_random_structure() (TorchVinecopBackend method) (VinecopBackend method)

X

xmax (Kde1d property)

xmin (Kde1d property)