Index

_

__init__() (cristal.christoffel.BaggingDyCF method) (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.NotFittedError method) (cristal.helper_classes.moment_matrix.MomentsMatrix method) (cristal.plotter.DyCFPlotter method)

A

apply_combinations() (cristal.helper_classes.polynomial_basis.PolynomialsBasisGenerator static method) assert_shape_fitted() (cristal.helper_classes.base.BaseDetector method)

assert_shape_unfitted() (cristal.helper_classes.base.BaseDetector static method) average_precision_score() (in module cristal.utils.utils)

B

BaggingDyCF (class in cristal.christoffel) BaseDetector (class in cristal.helper_classes.base) BaseIncrementer (class in cristal.helper_classes.base) BaseInverter (class in cristal.helper_classes.base)

BasePlotter (class in cristal.helper_classes.base) BasePolynomialBasis (class in cristal.helper_classes.base) BaseRegularizer (class in cristal.helper_classes.base) boundary() (cristal.helper_classes.base.BasePlotter method) (cristal.plotter.DyCFPlotter method)

C

C (cristal.christoffel.DyCF attribute) CHEBYSHEV_T_1 (cristal.helper_classes.polynomial_basis.IMPLEMENTED_POLYNOMIAL_BASIS attribute) CHEBYSHEV_T_2 (cristal.helper_classes.polynomial_basis.IMPLEMENTED_POLYNOMIAL_BASIS attribute) chebyshev_t_2() (cristal.helper_classes.polynomial_basis.ChebyshevT2Basis static method) CHEBYSHEV_U (cristal.helper_classes.polynomial_basis.IMPLEMENTED_POLYNOMIAL_BASIS attribute) chebyshev_u() (cristal.helper_classes.polynomial_basis.ChebyshevUBasis static method) ChebyshevT1Basis (class in cristal.helper_classes.polynomial_basis) ChebyshevT2Basis (class in cristal.helper_classes.polynomial_basis) ChebyshevUBasis (class in cristal.helper_classes.polynomial_basis) check_all_int() (in module cristal.utils.type_checking) check_all_int_or_float() (in module cristal.utils.type_checking) check_all_of_type() (in module cristal.utils.type_checking) check_any_condition() (in module cristal.utils.type_checking) check_in_list() (in module cristal.utils.type_checking) check_multiple_conditions() (in module cristal.utils.type_checking) check_none() (in module cristal.utils.type_checking) check_types() (in module cristal.utils.type_checking) COMB (cristal.helper_classes.regularizer.IMPLEMENTED_REGULARIZATION_OPTIONS attribute) CombRegularizer (class in cristal.helper_classes.regularizer) CONSTANT (cristal.helper_classes.regularizer.IMPLEMENTED_REGULARIZATION_OPTIONS attribute) ConstantRegularizer (class in cristal.helper_classes.regularizer) copy() (cristal.helper_classes.base.BaseDetector method) (cristal.helper_classes.moment_matrix.MomentsMatrix method) cristal module

cristal.christoffel module cristal.helper_classes module cristal.helper_classes.base module cristal.helper_classes.incrementers module cristal.helper_classes.inversion module cristal.helper_classes.moment_matrix module cristal.helper_classes.polynomial_basis module cristal.helper_classes.regularizer module cristal.plotter module cristal.utils module cristal.utils.type_checking module cristal.utils.utils module

D

d (cristal.christoffel.BaggingDyCF attribute) (cristal.christoffel.DyCF attribute) (cristal.christoffel.DyCG attribute) decision_function() (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method)

degrees (cristal.christoffel.DyCG attribute) DyCF (class in cristal.christoffel) DyCFPlotter (class in cristal.plotter) DyCG (class in cristal.christoffel)

E

em_auc_score() (in module cristal.utils.utils) em_goix() (in module cristal.utils.utils)

eval_update() (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method)

F

fit() (cristal.christoffel.BaggingDyCF method) (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method) (cristal.helper_classes.moment_matrix.MomentsMatrix method) fit_predict() (cristal.helper_classes.base.BaseDetector method) FPD_INV (cristal.helper_classes.inversion.IMPLEMENTED_INVERSION_OPTIONS attribute)

FPDInverter (class in cristal.helper_classes.inversion) func() (cristal.helper_classes.base.BasePolynomialBasis static method) (cristal.helper_classes.polynomial_basis.ChebyshevT1Basis static method) (cristal.helper_classes.polynomial_basis.ChebyshevT2Basis static method) (cristal.helper_classes.polynomial_basis.ChebyshevUBasis static method) (cristal.helper_classes.polynomial_basis.LegendreBasis static method) (cristal.helper_classes.polynomial_basis.MonomialsBasis static method)

G

generate_combinations() (cristal.helper_classes.polynomial_basis.PolynomialsBasisGenerator static method)

I

IMPLEMENTED_INCREMENTERS_OPTIONS (class in cristal.helper_classes.incrementers) IMPLEMENTED_INVERSION_OPTIONS (class in cristal.helper_classes.inversion) IMPLEMENTED_POLYNOMIAL_BASIS (class in cristal.helper_classes.polynomial_basis) IMPLEMENTED_REGULARIZATION_OPTIONS (class in cristal.helper_classes.regularizer) incr_class (cristal.helper_classes.moment_matrix.MomentsMatrix attribute) incr_opt (cristal.helper_classes.moment_matrix.MomentsMatrix attribute) increment() (cristal.helper_classes.base.BaseIncrementer static method) (cristal.helper_classes.incrementers.InverseIncrementer static method) (cristal.helper_classes.incrementers.ShermanIncrementer static method) (cristal.helper_classes.incrementers.WoodburyIncrementer static method) inds_cache (cristal.helper_classes.inversion.FPDInverter attribute) INV (cristal.helper_classes.inversion.IMPLEMENTED_INVERSION_OPTIONS attribute) inv_class (cristal.helper_classes.moment_matrix.MomentsMatrix attribute) inv_opt (cristal.helper_classes.moment_matrix.MomentsMatrix attribute)

INVERSE (cristal.helper_classes.incrementers.IMPLEMENTED_INCREMENTERS_OPTIONS attribute) inverse_moments_matrix (cristal.helper_classes.moment_matrix.MomentsMatrix attribute) InverseIncrementer (class in cristal.helper_classes.incrementers) invert() (cristal.helper_classes.base.BaseInverter static method) (cristal.helper_classes.inversion.FPDInverter static method) (cristal.helper_classes.inversion.InvInverter static method) (cristal.helper_classes.inversion.PDInverter static method) (cristal.helper_classes.inversion.PseudoInverter static method) InvInverter (class in cristal.helper_classes.inversion) is_fitted() (cristal.christoffel.BaggingDyCF method) (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method) (cristal.helper_classes.moment_matrix.MomentsMatrix method)

L

LEGENDRE (cristal.helper_classes.polynomial_basis.IMPLEMENTED_POLYNOMIAL_BASIS attribute) legendre() (cristal.helper_classes.polynomial_basis.LegendreBasis static method) LegendreBasis (class in cristal.helper_classes.polynomial_basis) levelset() (cristal.helper_classes.base.BasePlotter method) (cristal.plotter.DyCFPlotter method)

load_model() (cristal.christoffel.BaggingDyCF method) (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method) (cristal.helper_classes.moment_matrix.MomentsMatrix method)

M

make_design_matrix() (cristal.helper_classes.polynomial_basis.PolynomialsBasisGenerator static method) method_name() (cristal.christoffel.BaggingDyCF method) (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method) model (cristal.plotter.DyCFPlotter attribute) models (cristal.christoffel.BaggingDyCF attribute) (cristal.christoffel.DyCG attribute) module cristal cristal.christoffel cristal.helper_classes cristal.helper_classes.base cristal.helper_classes.incrementers cristal.helper_classes.inversion cristal.helper_classes.moment_matrix cristal.helper_classes.polynomial_basis cristal.helper_classes.regularizer cristal.plotter cristal.utils cristal.utils.type_checking cristal.utils.utils

moments_matrix (cristal.christoffel.DyCF attribute) (cristal.helper_classes.moment_matrix.MomentsMatrix attribute) MomentsMatrix (class in cristal.helper_classes.moment_matrix) MONOMIALS (cristal.helper_classes.polynomial_basis.IMPLEMENTED_POLYNOMIAL_BASIS attribute) monomials_matrix (cristal.helper_classes.moment_matrix.MomentsMatrix attribute) MonomialsBasis (class in cristal.helper_classes.polynomial_basis) mv_auc_score() (in module cristal.utils.utils) mv_goix() (in module cristal.utils.utils)

N

n (cristal.christoffel.DyCF attribute) N (cristal.helper_classes.moment_matrix.MomentsMatrix attribute)

n (cristal.helper_classes.moment_matrix.MomentsMatrix attribute) n_estimators (cristal.christoffel.BaggingDyCF attribute) NotFittedError

P

PD_INV (cristal.helper_classes.inversion.IMPLEMENTED_INVERSION_OPTIONS attribute) PDInverter (class in cristal.helper_classes.inversion) PINV (cristal.helper_classes.inversion.IMPLEMENTED_INVERSION_OPTIONS attribute) polynomial_basis (cristal.helper_classes.moment_matrix.MomentsMatrix attribute) polynomial_func (cristal.helper_classes.moment_matrix.MomentsMatrix attribute) PolynomialsBasisGenerator (class in cristal.helper_classes.polynomial_basis) positive_integer() (in module cristal.utils.type_checking)

precision() (in module cristal.utils.utils) predict() (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method) predict_update() (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method) PseudoInverter (class in cristal.helper_classes.inversion)

R

regularization (cristal.christoffel.DyCF attribute) regularizer (cristal.christoffel.DyCF attribute) regularizer() (cristal.helper_classes.base.BaseRegularizer static method) (cristal.helper_classes.regularizer.CombRegularizer static method) (cristal.helper_classes.regularizer.ConstantRegularizer static method) (cristal.helper_classes.regularizer.VuCRegularizer static method) (cristal.helper_classes.regularizer.VuRegularizer static method)

roc_and_pr_curves() (in module cristal.utils.utils) roc_auc_score() (in module cristal.utils.utils) roc_curve() (in module cristal.utils.utils)

S

save_model() (cristal.christoffel.BaggingDyCF method) (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method) (cristal.helper_classes.moment_matrix.MomentsMatrix method) score_samples() (cristal.christoffel.BaggingDyCF method) (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method) (cristal.helper_classes.moment_matrix.MomentsMatrix method)

SHERMAN (cristal.helper_classes.incrementers.IMPLEMENTED_INCREMENTERS_OPTIONS attribute) ShermanIncrementer (class in cristal.helper_classes.incrementers) supervised_metrics() (in module cristal.utils.utils)

U

update() (cristal.christoffel.BaggingDyCF method) (cristal.christoffel.DyCF method) (cristal.christoffel.DyCG method) (cristal.helper_classes.base.BaseDetector method) (cristal.helper_classes.moment_matrix.MomentsMatrix method)

update_moments_matrix (cristal.helper_classes.base.BaseIncrementer attribute) (cristal.helper_classes.incrementers.InverseIncrementer attribute) upper_triangular_to_symmetric() (cristal.helper_classes.inversion.FPDInverter static method)

V

VU (cristal.helper_classes.regularizer.IMPLEMENTED_REGULARIZATION_OPTIONS attribute) VU_C (cristal.helper_classes.regularizer.IMPLEMENTED_REGULARIZATION_OPTIONS attribute)

VuCRegularizer (class in cristal.helper_classes.regularizer) VuRegularizer (class in cristal.helper_classes.regularizer)

W

WOODBURY (cristal.helper_classes.incrementers.IMPLEMENTED_INCREMENTERS_OPTIONS attribute)

WoodburyIncrementer (class in cristal.helper_classes.incrementers)