Commits
Author  Commit  Message  Date  Builds 

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



Edgeworth expansion based Shannon entropy estimator: accelerated (C++); see 'Edgeworth_t1_t2_t3.cpp'.



'Tsallis entropy < Renyi entropy' meta estimator: added; see 'HTsallis_HRenyi_initialization.m', 'HTsallis_HRenyi_estimation.m'.



Added tag release0.16 for changeset 210e7ee776c6



Edgeworth expansion based Shannon entropy estimator: added; see 'HShannon_Edgeworth_initialization.m', 'HShannon_Edgeworth_estimation.m'.



Lookup table: added (see ITE_documentation.pdf: Section C).



DTsallis_kNN_k_estimation.m: '1alpha' is back, it was OK  accidentally changed.



estimate_HRenyi_constant.m: simplified; gam: deleted.
DTsallis_kNN_k_estimation.m: 'alpha1' > '1alpha'.

