Commits
Author  Commit  Message  Labels  Comments  Approvals  Date 

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'.



Handling of identically constant random variables in distance correlation computation: included; see 'IdCor_estimation.m'.




Added tag release0.26 for changeset 750bcf2a9dbe




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.



Added tag release0.25 for changeset 933410b35abe




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/174arfit?download=true';; see 'ITE_install.m'.



Added tag release0.24 for changeset ec09b461d414




MMD estimation based on U and Vstatistics: 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).



'MMDonline' renamed to 'MMD_online'; see 'DMMD_online_initialization.m', 'DMMD_online_estimation.m'; 'IMMD_DMMD_initialization.m': modified accordingly.




Added tag release0.23 for changeset 0f83211d73fa




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 Iestimators (the estimations have not changed). Some comment unification: carried out.



Verification of the H/I/D/C function arguments: unified across different estimators. Further verification (compatibility of ds and Y): added to Iestimators (the estimations themselves have not changed). Some comment unification: carried out.




Added tag release0.22 for changeset 0b610c478822




CauchySchwartz 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'.



Added tag release0.21 for changeset 184c85ef01c6




Cross (C) cost object type, crossentropy estimation based on knearest neighbors, KullbackLeibler divergence meta estimator based on crossentropy 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'.



'IGV_estimation.m': added (




Added tag release0.20 for changeset 30943a76caf1




(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.



Added tag release0.19 for changeset cb07f5b1c331




2 knearest neighbor based KullbackLeibler divergence estimators: added; see 'DKL_kNN_k_initialization.m', 'DKL_kNN_k_estimation.m', 'DKL_kNN_kiTi_initialization.m', 'DKL_kNN_kiTi_estimation.m'.



compute_CDSS.cpp: 'sqrt(T)' > 'sqrt(double(T))', to increase compatibility with compilers.




Note on JensenShannon divergence: deleted (doc).




Added tag release0.18 for changeset 2069255c79fe




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'.



minimum spanning tree, geodesic spanning forest: references updated (doc+comments); For the latter, see 'HRenyi_MST_estimation', 'HRenyi_GSF_estimation.m'.




Note paragraph in README.md: updated.




A note on a builtin helping automatism of meta estimators: added (comments); see 'HTsallis_HRenyi_initialization.m', 'IRenyi_DRenyi_initialization.m', 'IRenyi_HRenyi_initialization.m', 'ITsallis_DTsallis_initialization.m'.




'co.mul=mult' > 'co.mult=mult' typos corrected (to be precise, the computations were OK); see 'ITsallis_DTsallis_initialization.m', 'IShannon_HShannon_initialization.m', 'IRenyi_HRenyi_initialization.m', 'IRenyi_DRenyi_initialization.m', 'IL2_DL2_initialization.m', 'Icomplex_initialization.m', 'HRPensemble_initialization.m', 'Hensemble_initialization.m', 'Hcomplex_initialization.m'




Added tag release0.17 for changeset 8b71da64d3f3


