Index

_

__init__() (Distribution method)

A

atoms (InformationUpsetPlot attribute)

average_length() (SymbolCode method)

B

binary_asymmetric_channel() (in module dit.example_channels) binary_erasure_channel() (in module dit.example_channels) binary_symmetric_channel() (in module dit.example_channels)

binary_symmetric_erasure_channel() (in module dit.example_channels) built-in function dit.util.testing.distributions()

C

caekl_mutual_information() (in module dit.multivariate.caekl_mutual_information) capacity_gap() (ChannelCoding method) ChannelCoding (class in dit.coding) codewords() (LinearCode method) coinformation() (in module dit.multivariate.coinformation) condition_on() (Distribution method) conditional_cumulative_residual_entropy() (in module dit.other.cumulative_residual_entropy) conditional_entropy() (in module dit.shannon.shannon) conditional_generalized_cumulative_residual_entropy() (in module dit.other.cumulative_residual_entropy) convolutional() (in module dit.coding)

ConvolutionalCode (class in dit.coding) copy_mutual_information() (in module dit.divergences.copy_mutual_information) corner_points() (GrayWynerNetwork method) coupling_metric() (in module dit.divergences.coupling_metrics) coupling_min_residual_entropy() (in module dit.divergences.coupling_metrics) cross_caekl_mutual_information() (in module dit.multivariate.cross_mutual_information) cross_coinformation() (in module dit.multivariate.cross_mutual_information) cross_dual_total_correlation() (in module dit.multivariate.cross_mutual_information) cross_entropy() (in module dit.divergences.cross_entropy) cross_total_correlation() (in module dit.multivariate.cross_mutual_information) cumulative_residual_entropy() (in module dit.other.cumulative_residual_entropy)

D

decode() (ChannelCoding method) (ConvolutionalCode method) (LDPCCode method) (LinearCode method) (PolarCode method) (PolarSourceCode method) (SourceCoding method) (SymbolCode method) (TunstallCode method) degrees_of_freedom() (in module dit.algorithms) delta_k() (in module dit.multivariate.delta_gamma) DeterministicInformationBottleneck (class in dit.rate_distortion) deweese_caekl_mutual_information() (in module dit.multivariate.deweese) deweese_coinformation() (in module dit.multivariate.deweese) deweese_dual_total_correlation() (in module dit.multivariate.deweese) deweese_total_correlation() (in module dit.multivariate.deweese) dimension (LinearCode property) directed_kamath_common_information() (in module dit.multivariate.common_informations.kamath_common_information) disequilibrium() (in module dit.other.disequilibrium) dist (InformationUpsetPlot attribute) dit module dit.algorithms.distribution_optimizers module dit.algorithms.lattice module dit.algorithms.minimal_sufficient_statistic module dit.coding module dit.divergences module dit.divergences.copy_mutual_information module dit.divergences.coupling_metrics module dit.divergences.cross_entropy module dit.divergences.earth_movers_distance module dit.divergences.jensen_shannon_divergence module dit.divergences.kullback_leibler_divergence module dit.example_channels module dit.multivariate module dit.multivariate.caekl_mutual_information module dit.multivariate.cohesion module dit.multivariate.coinformation module dit.multivariate.common_informations.exact_common_information module dit.multivariate.common_informations.functional_common_information module dit.multivariate.common_informations.gk_common_information module dit.multivariate.common_informations.kamath_common_information module dit.multivariate.common_informations.maxent_function module dit.multivariate.common_informations.mss_common_information module dit.multivariate.common_informations.wyner_common_information module dit.multivariate.cross_mutual_information module dit.multivariate.delta_gamma module dit.multivariate.deweese module dit.multivariate.dual_total_correlation module dit.multivariate.entropy module dit.multivariate.interaction_information module dit.multivariate.necessary_conditional_entropy module dit.multivariate.s_information module dit.multivariate.secret_key_agreement module dit.multivariate.secret_key_agreement.interactive_intrinsic_mutual_informations module dit.multivariate.secret_key_agreement.intrinsic_mutual_informations module dit.multivariate.secret_key_agreement.minimal_intrinsic_mutual_informations module dit.multivariate.secret_key_agreement.no_communication module dit.multivariate.secret_key_agreement.one_way_skar module dit.multivariate.secret_key_agreement.reduced_intrinsic_mutual_informations module dit.multivariate.secret_key_agreement.secrecy_capacity module dit.multivariate.secret_key_agreement.skar_lower_bounds module dit.multivariate.secret_key_agreement.trivial_bounds module dit.multivariate.secret_key_agreement.two_part_intrinsic_mutual_informations module

dit.multivariate.secret_key_agreement.two_way_skar module dit.multivariate.total_correlation module dit.multivariate.transmission module dit.multivariate.tse_complexity module dit.other module dit.other.cumulative_residual_entropy module dit.other.disequilibrium module dit.other.extropy module dit.other.lautum_information module dit.other.negentropy module dit.other.perplexity module dit.other.renyi_entropy module dit.other.sibson_mutual_information module dit.other.tsallis_entropy module dit.pid module dit.pid.hcs module dit.pid.ibroja module dit.pid.iccs module dit.pid.ict module dit.pid.ideg module dit.pid.idelta module dit.pid.ideltalambda module dit.pid.idep module dit.pid.igh module dit.pid.iig module dit.pid.iipid module dit.pid.imc module dit.pid.imes module dit.pid.imin module dit.pid.immi module dit.pid.ipm module dit.pid.iprec module dit.pid.iproj module dit.pid.ira module dit.pid.irav module dit.pid.irdr module dit.pid.irr module dit.pid.iskar module dit.pid.isx module dit.pid.iwedge module dit.profiles module dit.profiles.complexity_profile module dit.profiles.entropy_triangle module dit.profiles.information_partitions module dit.profiles.marginal_utility_of_information module dit.profiles.schneidman module dit.rate_distortion module dit.rate_distortion.gray_wyner module dit.shannon.shannon module dit.util.testing.distributions() built-in function dit.visualization module dit.visualization.upset module draw() (InformationUpsetPlot method) dual_total_correlation() (in module dit.multivariate.dual_total_correlation)

E

earth_movers_distance() (in module dit.divergences.earth_movers_distance) earth_movers_distance_coupling() (in module dit.divergences.earth_movers_distance) efficiency() (SourceCoding method) elias_delta() (in module dit.coding) elias_gamma() (in module dit.coding) elias_omega() (in module dit.coding) encode() (ChannelCoding method) (ConvolutionalCode method) (LinearCode method) (PolarSourceCode method) (SourceCoding method) (SymbolCode method) (TunstallCode method)

entropy() (in module dit.multivariate.entropy) (in module dit.shannon.shannon) error_correcting_capability() (LinearCode method) evaluate() (in module dit.symbolic) exact_common_information() (in module dit.multivariate.common_informations.exact_common_information) expected_word_length() (TunstallCode method) extropy() (in module dit.other.extropy)

F

fano() (in module dit.coding)

fibonacci() (in module dit.coding) functional_common_information() (in module dit.multivariate.common_informations.functional_common_information)

G

gallager() (in module dit.coding) gamma_k() (in module dit.multivariate.delta_gamma) generalized_cumulative_residual_entropy() (in module dit.other.cumulative_residual_entropy) GeneralizedInformationBottleneck (class in dit.rate_distortion) generator_matrix (LinearCode property)

gk_common_information() (in module dit.multivariate.common_informations.gk_common_information) golay() (in module dit.coding) golomb() (in module dit.coding) GrayWynerCurve (class in dit.rate_distortion.gray_wyner) GrayWynerNetwork (class in dit.rate_distortion.gray_wyner) GrayWynerOptimizer (class in dit.rate_distortion.gray_wyner)

H

hamming() (in module dit.coding)

huffman() (in module dit.coding)

I

IBCurve (class in dit.rate_distortion) identity_channel() (in module dit.example_channels) InformationBottleneck (class in dit.rate_distortion) InformationUpsetPlot (class in dit.visualization.upset) insert_join() (in module dit.algorithms.lattice) insert_meet() (in module dit.algorithms.lattice)

insert_mss() (in module dit.algorithms.minimal_sufficient_statistic) interaction_information() (in module dit.multivariate.interaction_information) is_approx_equal() (Distribution method) is_complete() (SymbolCode method) is_optimal() (SymbolCode method) is_prefix_free() (SymbolCode method) is_uniquely_decodable() (SymbolCode method)

J

jensen_shannon_divergence() (in module dit.divergences.jensen_shannon_divergence)

join() (in module dit.algorithms.lattice)

K

kamath_common_information() (in module dit.multivariate.common_informations.kamath_common_information)

kraft_sum() (SymbolCode method) kullback_leibler_divergence() (in module dit.divergences.kullback_leibler_divergence)

L

lautum_information() (in module dit.other.lautum_information) ldpc() (in module dit.coding) LDPCCode (class in dit.coding) length (LinearCode property)

length_limited_huffman() (in module dit.coding) length_variance() (SymbolCode method) LinearCode (class in dit.coding) LMPR_complexity() (in module dit.other.disequilibrium) lossy_wyner_common_information() (in module dit.rate_distortion.gray_wyner)

M

marginal() (Distribution method) marginalize() (Distribution method) max_caekl_coupling() (in module dit.divergences.coupling_metrics) max_dual_total_correlation_coupling() (in module dit.divergences.coupling_metrics) max_total_correlation_coupling() (in module dit.divergences.coupling_metrics) maxent_function() (in module dit.multivariate.common_informations.maxent_function) maximal_leakage() (in module dit.other.sibson_mutual_information) meet() (in module dit.algorithms.lattice) message_length (LinearCode property) (PolarCode property) (PolarSourceCode property) min_residual_entropy_coupling() (in module dit.divergences.coupling_metrics) minimum_distance() (LinearCode method) module dit dit.algorithms.distribution_optimizers dit.algorithms.lattice dit.algorithms.minimal_sufficient_statistic dit.coding dit.divergences dit.divergences.copy_mutual_information dit.divergences.coupling_metrics dit.divergences.cross_entropy dit.divergences.earth_movers_distance dit.divergences.jensen_shannon_divergence dit.divergences.kullback_leibler_divergence dit.example_channels dit.multivariate dit.multivariate.caekl_mutual_information dit.multivariate.cohesion dit.multivariate.coinformation dit.multivariate.common_informations.exact_common_information dit.multivariate.common_informations.functional_common_information dit.multivariate.common_informations.gk_common_information dit.multivariate.common_informations.kamath_common_information dit.multivariate.common_informations.maxent_function dit.multivariate.common_informations.mss_common_information dit.multivariate.common_informations.wyner_common_information dit.multivariate.cross_mutual_information dit.multivariate.delta_gamma dit.multivariate.deweese dit.multivariate.dual_total_correlation dit.multivariate.entropy dit.multivariate.interaction_information dit.multivariate.necessary_conditional_entropy dit.multivariate.s_information dit.multivariate.secret_key_agreement dit.multivariate.secret_key_agreement.interactive_intrinsic_mutual_informations dit.multivariate.secret_key_agreement.intrinsic_mutual_informations dit.multivariate.secret_key_agreement.minimal_intrinsic_mutual_informations dit.multivariate.secret_key_agreement.no_communication dit.multivariate.secret_key_agreement.one_way_skar dit.multivariate.secret_key_agreement.reduced_intrinsic_mutual_informations dit.multivariate.secret_key_agreement.secrecy_capacity dit.multivariate.secret_key_agreement.skar_lower_bounds dit.multivariate.secret_key_agreement.trivial_bounds dit.multivariate.secret_key_agreement.two_part_intrinsic_mutual_informations dit.multivariate.secret_key_agreement.two_way_skar dit.multivariate.total_correlation dit.multivariate.transmission dit.multivariate.tse_complexity dit.other dit.other.cumulative_residual_entropy dit.other.disequilibrium dit.other.extropy dit.other.lautum_information dit.other.negentropy dit.other.perplexity dit.other.renyi_entropy dit.other.sibson_mutual_information dit.other.tsallis_entropy dit.pid dit.pid.hcs dit.pid.ibroja dit.pid.iccs dit.pid.ict dit.pid.ideg dit.pid.idelta dit.pid.ideltalambda dit.pid.idep dit.pid.igh dit.pid.iig dit.pid.iipid dit.pid.imc dit.pid.imes dit.pid.imin dit.pid.immi dit.pid.ipm dit.pid.iprec dit.pid.iproj dit.pid.ira dit.pid.irav dit.pid.irdr dit.pid.irr dit.pid.iskar dit.pid.isx dit.pid.iwedge dit.profiles dit.profiles.complexity_profile dit.profiles.entropy_triangle dit.profiles.information_partitions dit.profiles.marginal_utility_of_information dit.profiles.schneidman dit.rate_distortion dit.rate_distortion.gray_wyner dit.shannon.shannon dit.visualization dit.visualization.upset

mss() (in module dit.algorithms.minimal_sufficient_statistic) mss_common_information() (in module dit.multivariate.common_informations.mss_common_information) mutual_information() (in module dit.shannon.shannon)

N

necessary_conditional_entropy() (in module dit.multivariate.necessary_conditional_entropy)

negentropy() (in module dit.other.negentropy) noisy_typewriter() (in module dit.example_channels)

P

parity_check() (in module dit.coding) parity_check_matrix (LinearCode property) partition (InformationUpsetPlot attribute) perplexity() (in module dit.other.perplexity) plot_maxent_function() (in module dit.multivariate.common_informations.maxent_function)

polar() (in module dit.coding) polar_source() (in module dit.coding) PolarCode (class in dit.coding) PolarSourceCode (class in dit.coding) probability_of_error() (ChannelCoding method)

Q

q_ary_erasure_channel() (in module dit.example_channels)

q_ary_symmetric_channel() (in module dit.example_channels)

R

rate() (ChannelCoding method) (ConvolutionalCode method) (LinearCode method) (PolarSourceCode method) (SourceCoding method) (SymbolCode method) (TunstallCode method) rate_point() (GrayWynerNetwork method)

RDCurve (class in dit.rate_distortion) redundancy() (SourceCoding method) reed_muller() (in module dit.coding) region() (GrayWynerNetwork method) renyi_entropy() (in module dit.other.renyi_entropy) repetition() (in module dit.coding) residual_entropy() (in module dit.multivariate.dual_total_correlation) rice() (in module dit.coding)

S

s_information() (in module dit.multivariate.s_information) shannon() (in module dit.coding) shannon_fano_elias() (in module dit.coding) sibson_conditional_mutual_information_y_given_z() (in module dit.other.sibson_mutual_information) sibson_conditional_mutual_information_z() (in module dit.other.sibson_mutual_information) sibson_mutual_information() (in module dit.other.sibson_mutual_information) sibson_mutual_information_pmf() (in module dit.other.sibson_mutual_information) simplify() (in module dit.symbolic)

sizes (InformationUpsetPlot attribute) source_bhattacharyya() (in module dit.coding) source_entropy() (SourceCoding method) source_high_entropy_set() (in module dit.coding) source_polarization_profile() (in module dit.coding) SourceCoding (class in dit.coding) SymbolCode (class in dit.coding) symbolic_distribution() (in module dit.symbolic) symbols() (in module dit.symbolic)

T

to_string() (InformationUpsetPlot method) total_correlation() (in module dit.multivariate.total_correlation) transmission() (in module dit.multivariate.transmission)

tsallis_entropy() (in module dit.other.tsallis_entropy) tse_complexity() (in module dit.multivariate.tse_complexity) tunstall() (in module dit.coding) TunstallCode (class in dit.coding)

U

unary() (in module dit.coding) unit (InformationUpsetPlot attribute)

universal_code() (in module dit.coding) useless_channel() (in module dit.example_channels)

V

variables (InformationUpsetPlot attribute)

W

weight_enumerator() (LinearCode method)

wyner_common_information() (in module dit.multivariate.common_informations.wyner_common_information)

Z

z_channel() (in module dit.example_channels)