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Author Commit Message Labels Comments Date
Zoltan Szabo avatarZoltan Szabo
Multivariate conditional version of Spearman's rho weighting the lower tail, lower tail dependence via conditional Spearman's rho: added; see 'ASpearman_lt_initialization.m', 'ASpearman_lt_estimation.m', 'ASpearman_L_initialization.m', 'ASpearman_L_estimation.m'. Notes on lower- and upper orthant dependence: added (doc: see 'Spearman1' and 'Spearman2').
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release-0.29
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.28 for changeset 1e31d39df3bb
Zoltan Szabo avatarZoltan Szabo
Multivariate extension of Blomqvist's beta (medial correlation coefficient), average pairwise Spearman's rho: added; see 'ABlomqvist_initialization.m', 'ABlomqvist_estimation.m', 'ASpearman4_initialization.m', 'ASpearman4_estimation.m'. Definition of multivariate measure of concordance and -independence measure: added (doc). Further references: included; see 'ISW1_estimation.m', 'ISWinf_estimation.m', 'ASpearman1_estimation.m', 'ASpearman2_estimation.m', 'ASpearman3_estimation.m', +doc.
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release-0.28
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.27 for changeset fa6edf9f502c
Zoltan Szabo avatarZoltan Szabo
Correntropy, centered correntropy, correntropy coefficient, correntropy induced metric, centered correntropy induced metric, approximate correntropy independence measure estimators: added; see 'ACorrEntr_KDE_direct_initialization.m', 'ACorrEntr_KDE_direct_estimation.m', 'ACCorrEntr_KDE_iChol_initialization.m', 'ACCorrEntr_KDE_iChol_estimation.m', 'ACCorrEntr_KDE_Lapl_initialization.m', 'ACCorrEntr_KDE_Lapl_estimation.m', 'ACorrEntrCoeff_KDE_direct_initialization.m', 'ACorrEntrCoeff_KDE_direct_estimation.m', 'ACorrEntrCoeff_KDE_iChol_initialization.m', 'ACorrEntrCoeff_KDE_iChol_estimation.m', 'ACIM_initialization.m', 'ACIM_estimation.m', 'ACCIM_initialization.m', 'ACCIM_estimation.m', 'IApprCorrEntr_initialization.m', 'IApprCorrEntr_estimation.m'. Handling of identically constant random variables in distance correlation computation: included; see 'IdCor_estimation.m'.
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release-0.27
Zoltan Szabo avatarZoltan Szabo
Handling of identically constant random variables in distance correlation computation: included; see 'IdCor_estimation.m'.
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.26 for changeset 750bcf2a9dbe
Zoltan Szabo avatarZoltan Szabo
Energy distance-, distance covariance- via HSIC, energy distance estimation via MMD: added; see 'DEnergyDist_initialization.m', 'DEnergyDist_estimation.m', 'IdCov_IHSIC_initialization.m', 'IdCov_IHSIC_estimation.m', 'DEnergyDist_DMMD_initialization.m', 'DEnergyDist_DMMD_estimation'. We computed the square of distance correlation: sqrt added, see 'IdCor_estimation.m'. The ARfit website is again available: 'ITE_install.m' changed to its original form.
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release-0.26
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.25 for changeset 933410b35abe
Zoltan Szabo avatarZoltan Szabo
Distance covariance, distance correlation estimation: added; see 'IdCov_initialization.m', 'IdCov_estimation.m', 'IdCor_initialization.m', 'IdCor_estimation.m'. Temporarily the homepage of the downloaded ARfit website seems to be unavailable. Download link changed to 'http://www.mathworks.com/matlabcentral/fileexchange/174-arfit?download=true';; see 'ITE_install.m'.
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release-0.25
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.24 for changeset ec09b461d414
Zoltan Szabo avatarZoltan Szabo
MMD estimation based on U- and V-statistics: added; see 'DMMD_Ustat_initialization.m', 'DMMD_Ustat_estimation.m', 'DMMD_Vstat_initialization.m', 'DMMD_Vstat_estimation.m'. Notes on HSIC, MMD and measures of concordance: added (doc).
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release-0.24
Zoltan Szabo avatarZoltan Szabo
'MMDonline' renamed to 'MMD_online'; see 'DMMD_online_initialization.m', 'DMMD_online_estimation.m'; 'IMMD_DMMD_initialization.m': modified accordingly.
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.23 for changeset 0f83211d73fa
Zoltan Szabo avatarZoltan Szabo
Association (A) cost object type and three multivariate extensions of Spearman's rho: added; see 'A_initialization.m', 'A_estimation.m', 'ASpearman1_initialization.m', 'ASpearman1_estimation.m', 'ASpearman2_initialization.m', 'ASpearman2_estimation.m', 'ASpearman3_initialization.m', 'ASpearman3_estimation.m'. Directory 'H_I_D_C' renamed to 'H_I_D_A_C'; 'ITE_install.m' modified accordingly. Verification of the H/I/D/C function arguments: unified across different estimators. Further verification (compatibility of ds and Y): added to I-estimators (the estimations have not changed). Some comment unification: carried out.
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release-0.23
Zoltan Szabo avatarZoltan Szabo
Verification of the H/I/D/C function arguments: unified across different estimators. Further verification (compatibility of ds and Y): added to I-estimators (the estimations themselves have not changed). Some comment unification: carried out.
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.22 for changeset 0b610c478822
Zoltan Szabo avatarZoltan Szabo
Cauchy-Schwartz and Euclidean distance based quadratic mutual information and divergence estimators: added; see 'IQMI_CS_KDE_direct_initialization.m', 'IQMI_CS_KDE_direct_estimation.m', 'IQMI_CS_KDE_iChol_initialization.m', 'IQMI_CS_KDE_iChol_estimation.m', 'IQMI_ED_KDE_iChol_initialization.m', 'IQMI_ED_KDE_iChol_estimation.m', 'DCS_KDE_iChol_initialization.m', 'DCS_KDE_iChol_estimation.m', 'DED_KDE_iChol_initialization.m', 'DED_KDE_iChol_estimation.m'.
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release-0.22
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.21 for changeset 184c85ef01c6
Zoltan Szabo avatarZoltan Szabo
Cross (C) cost object type, cross-entropy estimation based on k-nearest neighbors, Kullback-Leibler divergence meta estimator based on cross-entropy and entropy: added; see 'C_initialization.m', 'C_estimation.m', 'CCE_kNN_k_initialization.m', 'CCE_kNN_k_estimation.m', 'DKL_CCE_HShannon_initialization.m', 'DKL_CCE_HShannon_estimation.m'.
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release-0.21
Zoltan Szabo avatarZoltan Szabo
'IGV_estimation.m': added (#2); documentation: modified accordingly.
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.20 for changeset 30943a76caf1
Zoltan Szabo avatarZoltan Szabo
(i) Two Shannon entropy estimators based on the distance (KL divergence) from the uniform/Gaussian distributions, (ii) Shannon entropy estimator based on Voronoi regions: added; see 'HShannon_DShannon_U_initialization.m', 'HShannon_DShannon_U_estimation.m', 'HShannon_DShannon_N_initialization.m', 'HShannon_DShannon_N_estimation.m', 'HShannon_Voronoi_initialization.m', 'HShannon_Voronoi_estimation.m'. The documentation of the ITE package has been banished to 'https://bitbucket.org/szzoli/ite/downloads';: Downloads.
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release-0.20
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.19 for changeset cb07f5b1c331
Zoltan Szabo avatarZoltan Szabo
2 k-nearest neighbor based Kullback-Leibler divergence estimators: added; see 'DKL_kNN_k_initialization.m', 'DKL_kNN_k_estimation.m', 'DKL_kNN_kiTi_initialization.m', 'DKL_kNN_kiTi_estimation.m'.
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release-0.19
Zoltan Szabo avatarZoltan Szabo
compute_CDSS.cpp: 'sqrt(T)' -> 'sqrt(double(T))', to increase compatibility with compilers.
Zoltan Szabo avatarZoltan Szabo
Note on Jensen-Shannon divergence: deleted (doc).
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.18 for changeset 2069255c79fe
Zoltan Szabo avatarZoltan Szabo
8 sample spacing based 1d Shannon/Rényi entropy estimators: added; see 'HShannon_spacing_V_initialization.m', 'HShannon_spacing_V_estimation.m', 'HShannon_spacing_Vb_initialization.m', 'HShannon_spacing_Vb_estimation.m', 'HShannon_spacing_Vpconst_initialization.m', 'HShannon_spacing_Vpconst_estimation.m', 'HShannon_spacing_Vplin_initialization.m', 'HShannon_spacing_Vplin_estimation.m', 'HShannon_spacing_LL_initialization.m', 'HShannon_spacing_LL_estimation.m', 'HRenyi_spacing_V_initialization.m', 'HRenyi_spacing_V_estimation.m', 'HRenyi_spacing_E_initialization.m', 'HRenyi_spacing_E_estimation.m', 'HRenyi_CDSS_initialization.m', 'HRenyi_CDSS_estimation.m'.
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release-0.18
Zoltan Szabo avatarZoltan Szabo
minimum spanning tree, geodesic spanning forest: references updated (doc+comments); For the latter, see 'HRenyi_MST_estimation', 'HRenyi_GSF_estimation.m'.
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