Index

A

alpha_synergistic_entropy() (in module syntropy.discrete.alpha_synergy)

B

build_tree_and_get_distances() (in module syntropy.knn.utils)

C

check_cov() (in module syntropy.gaussian.utils) clean_distribution() (in module syntropy.discrete.utils) co_information() (in module syntropy.discrete) conditional_entropy() (in module syntropy.discrete) (in module syntropy.gaussian) (in module syntropy.mixed) (in module syntropy.mixed.shannon) (in module syntropy.neural.shannon) conditional_lempel_ziv_complexity() (in module syntropy.discrete.temporal) conditional_mutual_information() (in module syntropy.discrete) (in module syntropy.gaussian) (in module syntropy.knn) (in module syntropy.knn.shannon) (in module syntropy.neural.shannon)

connected_information() (in module syntropy.discrete) constrained_maximum_entropy_distributions() (in module syntropy.discrete.optimization) construct_joint_distribution() (in module syntropy.discrete.utils) copula_transform() (in module syntropy.gaussian.utils) correlation_to_mutual_information() (in module syntropy.gaussian.utils) covariance_to_correlation() (in module syntropy.gaussian.utils) cross_lempel_ziv_complexity() (in module syntropy.discrete) (in module syntropy.discrete.temporal)

D

description_complexity() (in module syntropy.discrete) (in module syntropy.gaussian) differential_entropy() (in module syntropy.gaussian) (in module syntropy.knn) (in module syntropy.knn.shannon) (in module syntropy.neural) (in module syntropy.neural.shannon)

differential_entropy_rate() (in module syntropy.gaussian) dual_total_correlation() (in module syntropy.discrete) (in module syntropy.gaussian) (in module syntropy.knn) (in module syntropy.knn.multivariate_mi) dual_total_correlation_rate() (in module syntropy.gaussian)

E

evaluate_flow() (in module syntropy.neural.utils)

F

flatten_nested_tuple() (in module syntropy.discrete.utils)

G

generalized_information_decomposition() (in module syntropy.discrete) (in module syntropy.gaussian) generate_closed_distribution() (in module syntropy.discrete.utils)

get_all_marginal_distributions() (in module syntropy.discrete.utils) get_counts_from_tree() (in module syntropy.knn.utils) get_marginal_distribution() (in module syntropy.discrete.utils)

H

higher_order_information() (in module syntropy.neural.multivariate_mi)

I

idep_partial_information_decomposition() (in module syntropy.gaussian) initialize_flow() (in module syntropy.neural.utils)

integrated_information_decomposition() (in module syntropy.discrete) (in module syntropy.gaussian) irreducible_synergy() (in module syntropy.gaussian.optimization)

K

kullback_leibler_divergence() (in module syntropy.discrete) (in module syntropy.gaussian)

L

lempel_ziv_complexity() (in module syntropy.discrete) (in module syntropy.discrete.temporal) lempel_ziv_mutual_information() (in module syntropy.discrete) (in module syntropy.discrete.temporal) lempel_ziv_total_correlation() (in module syntropy.discrete) (in module syntropy.discrete.temporal) local_conditional_entropy() (in module syntropy.gaussian)

local_conditional_mutual_information() (in module syntropy.gaussian) local_differential_entropy() (in module syntropy.gaussian) local_dual_total_correlation() (in module syntropy.gaussian) local_kullback_leibler_divergence() (in module syntropy.gaussian) local_mutual_information() (in module syntropy.gaussian) local_o_information() (in module syntropy.gaussian) local_s_information() (in module syntropy.gaussian) local_total_correlation() (in module syntropy.gaussian)

M

make_powerset() (in module syntropy.discrete.utils) marginalize_out() (in module syntropy.discrete.utils) module syntropy syntropy.discrete syntropy.discrete.alpha_synergy syntropy.discrete.optimization syntropy.discrete.temporal syntropy.discrete.utils syntropy.gaussian syntropy.gaussian.optimization syntropy.gaussian.utils syntropy.knn syntropy.knn.multivariate_mi syntropy.knn.shannon syntropy.knn.utils syntropy.lattices syntropy.mixed syntropy.mixed.shannon syntropy.neural syntropy.neural.multivariate_mi syntropy.neural.shannon syntropy.neural.utils

mutual_information() (in module syntropy.discrete) (in module syntropy.gaussian) (in module syntropy.knn) (in module syntropy.knn.shannon) (in module syntropy.mixed) (in module syntropy.mixed.shannon) (in module syntropy.neural) (in module syntropy.neural.shannon) mutual_information_1() (in module syntropy.knn.shannon) mutual_information_2() (in module syntropy.knn.shannon) mutual_information_rate() (in module syntropy.gaussian)

N

neg_o_information() (in module syntropy.gaussian.optimization)

O

o_information() (in module syntropy.discrete) (in module syntropy.gaussian) (in module syntropy.knn) (in module syntropy.knn.multivariate_mi)

o_information_rate() (in module syntropy.gaussian)

P

partial_entropy_decomposition() (in module syntropy.discrete) (in module syntropy.gaussian) partial_entropy_spectra() (in module syntropy.discrete.alpha_synergy) partial_information_decomposition() (in module syntropy.discrete) (in module syntropy.gaussian)

partial_information_spectra() (in module syntropy.discrete.alpha_synergy) partial_kullback_leibler_spectra() (in module syntropy.discrete.alpha_synergy) partial_total_correlation_spectra() (in module syntropy.discrete.alpha_synergy) product_distribution() (in module syntropy.discrete.utils)

R

reduce_state() (in module syntropy.discrete.utils)

representational_complexity() (in module syntropy.discrete) (in module syntropy.gaussian)

S

s_information() (in module syntropy.discrete) (in module syntropy.gaussian) (in module syntropy.knn) (in module syntropy.knn.multivariate_mi) s_information_rate() (in module syntropy.gaussian) shannon_entropy() (in module syntropy.discrete) (in module syntropy.mixed) (in module syntropy.mixed.shannon) simulated_annealing() (in module syntropy.gaussian.optimization) syntropy module syntropy.discrete module syntropy.discrete.alpha_synergy module syntropy.discrete.optimization module syntropy.discrete.temporal module syntropy.discrete.utils module syntropy.gaussian module syntropy.gaussian.optimization module

syntropy.gaussian.utils module syntropy.knn module syntropy.knn.multivariate_mi module syntropy.knn.shannon module syntropy.knn.utils module syntropy.lattices module syntropy.mixed module syntropy.mixed.shannon module syntropy.neural module syntropy.neural.multivariate_mi module syntropy.neural.shannon module syntropy.neural.utils module

T

total_correlation() (in module syntropy.discrete) (in module syntropy.gaussian) (in module syntropy.knn) (in module syntropy.knn.multivariate_mi) (in module syntropy.neural) (in module syntropy.neural.multivariate_mi)

total_correlation_1() (in module syntropy.knn.multivariate_mi) total_correlation_2() (in module syntropy.knn.multivariate_mi) total_correlation_rate() (in module syntropy.gaussian) train_flow() (in module syntropy.neural.utils) tse_complexity() (in module syntropy.discrete) (in module syntropy.gaussian)