Index

A

adaptive_significance_threshold() (in module fanok.selection) antisymmetric_knockoff_statistics() (in module fanok.statistics.base)

AntisymmetricStatistics (class in fanok.statistics.base) are_fixed_knockoffs_valid() (in module fanok.generation.fixed) asdp() (in module fanok.sdp.sdp)

B

BaseKnockoffSelector (class in fanok.selection)

C

CentroidsEstimator (class in fanok.statistics.centroids) choldowndate() (in module fanok.utils.cholesky)

cholupdate() (in module fanok.utils.cholesky) cov_to_cor() (in module fanok.sdp.sdp) cvx_sdp_full() (in module fanok.sdp.sdp)

E

estimate_covariance() (in module fanok.generation.gaussian) EstimatorStatistics (class in fanok.statistics.base) evaluate() (fanok.statistics.base.AntisymmetricStatistics method) (fanok.statistics.base.KnockoffStatistics method) (fanok.statistics.base.PlainKnockoffStatistics method)

evaluate_antisymmetric() (fanok.statistics.base.AntisymmetricStatistics method) (fanok.statistics.base.EstimatorStatistics method) extended_fixed_knockoffs() (in module fanok.generation.fixed)

F

FactorModel (class in fanok.factor_model.factor_model) fanok (module) fanok.factor_model (module) fanok.factor_model.factor_model (module) fanok.generation (module) fanok.generation.base (module) fanok.generation.fixed (module) fanok.generation.gaussian (module) fanok.scores (module) fanok.sdp (module) fanok.sdp.sdp (module) fanok.selection (module) fanok.statistics (module) fanok.statistics.base (module) fanok.statistics.centroids (module) fanok.statistics.lars (module) fanok.statistics.naive_bayes (module) fanok.utils (module)

fanok.utils.base (module) fanok.utils.cholesky (module) fit() (fanok.factor_model.factor_model.FactorModel method) (fanok.factor_model.factor_model.RandomizedLowRankFactorModel method) (fanok.generation.base.KnockoffsGenerator method) (fanok.generation.fixed.FixedKnockoffs method) (fanok.generation.gaussian.GaussianKnockoffs method) (fanok.generation.gaussian.LowRankGaussianKnockoffs method) (fanok.selection.BaseKnockoffSelector method) (fanok.selection.KnockoffSelector method) (fanok.statistics.centroids.CentroidsEstimator method) (fanok.statistics.lars.LarsEstimator method) (fanok.statistics.naive_bayes.L1BernoulliNBEstimator method) (fanok.statistics.naive_bayes.L1GaussianNBStatistics method) (fanok.statistics.naive_bayes.L1MultinomialNBStatistics method) fixed_knockoffs() (in module fanok.generation.fixed) fixed_knockoffs_extend_samples() (in module fanok.generation.fixed) fixed_knockoffs_parameters() (in module fanok.generation.fixed) FixedKnockoffs (class in fanok.generation.fixed)

G

gaussian_knockoffs() (in module fanok.generation.gaussian)

gaussian_knockoffs_sampling_parameters() (in module fanok.generation.gaussian) GaussianKnockoffs (class in fanok.generation.gaussian)

K

knockoffs_selection_mask() (in module fanok.selection) KnockoffSelector (class in fanok.selection)

KnockoffsGenerator (class in fanok.generation.base) KnockoffStatistics (class in fanok.statistics.base)

L

L1BernoulliNBEstimator (class in fanok.statistics.naive_bayes) L1GaussianNBStatistics (class in fanok.statistics.naive_bayes) L1MultinomialNBStatistics (class in fanok.statistics.naive_bayes)

LarsEstimator (class in fanok.statistics.lars) ledoit_wolf_shrinkage() (in module fanok.factor_model.factor_model) low_rank_gaussian_knockoffs_sampling_parameters() (in module fanok.generation.gaussian) LowRankGaussianKnockoffs (class in fanok.generation.gaussian)

M

make_asdp_clusters() (in module fanok.sdp.sdp)

mat_med_w() (in module fanok.statistics.centroids)

N

natural_fixed_knockoffs() (in module fanok.generation.fixed)

P

PlainKnockoffStatistics (class in fanok.statistics.base)

R

randomized_factor_model() (in module fanok.factor_model.factor_model) randomized_subspace_iteration() (in module fanok.factor_model.factor_model)

randomized_symmetric_decomposition() (in module fanok.factor_model.factor_model) RandomizedLowRankFactorModel (class in fanok.factor_model.factor_model)

S

sample_fixed_knockoffs_from_parameters() (in module fanok.generation.fixed) sample_gaussian_knockoffs() (in module fanok.generation.gaussian) sample_low_rank_gaussian() (in module fanok.generation.gaussian) sample_low_rank_gaussian_knockoffs() (in module fanok.generation.gaussian) score() (fanok.selection.BaseKnockoffSelector method) scores() (fanok.selection.BaseKnockoffSelector method) sdp_equi() (in module fanok.sdp.sdp) sdp_full() (in module fanok.sdp.sdp)

sdp_low_rank() (in module fanok.sdp.sdp) sdp_solution_quality() (in module fanok.utils.base) selection_bool_fdp() (in module fanok.scores) selection_bool_power() (in module fanok.scores) selection_fdp() (in module fanok.scores) selection_power() (in module fanok.scores) single_step_factor_model() (in module fanok.factor_model.factor_model) solve_full_sdp() (in module fanok.sdp.sdp)

T

transform() (fanok.factor_model.factor_model.FactorModel method) (fanok.factor_model.factor_model.RandomizedLowRankFactorModel method) (fanok.generation.base.KnockoffsGenerator method) (fanok.generation.fixed.FixedKnockoffs method) (fanok.generation.gaussian.GaussianKnockoffs method) (fanok.generation.gaussian.LowRankGaussianKnockoffs method)