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Zoltán Szabó
README.md: 0.60->0.61
Zoltán Szabó
Added tag release-0.61 for changeset 310d76078a55
Zoltán Szabó
Explicit additive constant computation in the generalized kNN based Renyi entropy estimators: improvement suggestion has been added ('HRenyi_kNN_1tok_estimation.m', 'HRenyi_kNN_S_estimation.m', 'compute_constS.m', 'estimate_HRenyi_constant.m'). Analytical value computation of the exponentiated Jensen-Renyi kernel-2: simplified ('analytical_value_KEJR2.m'). Copyright information: updated.
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release-0.61
Zoltán Szabó
Added tag release-0.60 for changeset eef4c827008b
Zoltán Szabó
Quick test on the Tsallis divergence: introduced. Pearson chi square divergence estimation in the exponential family (MLE + analytical formula): added.
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release-0.60
Zoltán Szabó
Typo: discovered in 'DMMD_Ustat_estimation.m' -> 'd' stood instead of 'num_of_samplesY1'/'num_of_samplesY2' while making the diagonal of 'kY1Y1'/'kY2Y2' to be zero. Thanks to Rainer Kargel for noticing it; typo: corrected.
Zoltán Szabó
Added tag release-0.59 for changeset 033a2d59d3ea
Zoltán Szabó
Adaptive partitioning based Shannon mutual information estimators: added; see (i) 'IShannon_AD2_initialization.m', IShannon_AD2_estimation.m, 'IShannon_AD_initialization.m', 'IShannon_AD_estimation.m', and (ii) 'shared/embedded/AP_MI'. 'ITE_install.m', 'quick_test_IShannon.m', 'quick_test_Iimreg.m', 'quick_test_Iindependence.m': updated accordingly.
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release-0.59
Zoltán Szabó
Added tag release-0.58 for changeset 7065e1fe3605
Zoltán Szabó
3-way interaction indices based on the embedding of the (i) Lancaster interaction and (ii) 'joint - product of the marginals' signed measures to a RKHS: added; see 'I3way_Lancaster_initialization.m', 'I3way_Lancaster_estimation.m', 'I3way_joint_initialization.m', 'I3way_joint_estimation.m'. Both functions support median heuristic for RBF bandwidth choice, see 'median_heuristic.m'. Quick tests: updated to cover the new estimators, see 'quick_test_Iindependence.m'.
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release-0.58
Zoltán Szabó
Added tag release-0.57 for changeset 1ef93d3f859b
Zoltán Szabó
Kullback-Leibler divergence estimation based on MLE + analytical formula in the chosen exponential family, a new sampling based entropy estimator with KDE correction on the left/right sides: added 'DKL_expF_initialization.m', 'DKL_expF_estimation.m', 'HShannon_spacing_VKDE_initialization.m', 'HShannon_spacing_VKDE_estimation.m'). Quick tests: updated with the new estimators ('quick_test_HShannon.m', 'quick_test_DKL.m', 'quick_test_Dequality.m').
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release-0.57
Zoltán Szabó
ITE applications: framed (README.md).
Zoltán Szabó
Added tag release-0.56 for changeset f55618806a2d
Zoltán Szabó
Distribution regression (supervised entropy learning, aerosol optical depth prediction based on satellite images): added. MMD distance computation based on U-statistics, expected kernel: upgraded to cover 7 new kernel families.
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release-0.56
Zoltán Szabó
README.md: a link has been deleted.
Zoltán Szabó
Added tag release-0.55 for changeset 5452501e6c97
Zoltán Szabó
Citing information (JMLR page numbers): updated in the documentation. Shannon entropy and cross-entropy estimation based on maximum likelihood estimation + analytical formula in the chosen exponential family: added; see 'HShannon_expF_initialization.m', 'HShannon_expF_estimation.m', 'CCE_expF_initialization', 'CCE_expF_estimation.m'. Quick tests: updated with the new estimators, see 'quick_test_HShannon.m', 'quick_test_Himreg.m' and 'quick_test_CCE.m'.
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release-0.55
Zoltán Szabó
README.md: JMLR abstract + PDF: added.
Zoltán Szabó
README.md: JMLR appearance + link has been added.
Zoltán Szabó
Added tag release-0.54 for changeset e612e31317d9
Zoltán Szabó
Renyi and Tsallis entropy estimation based on maximum likelihood estimation + analytical formula in the exponential family: added; see 'HRenyi_expF_initialization.m', 'HRenyi_expF_estimation.m', 'HTsallis_expF_initialization.m', 'HRenyi_Tsallis_estimation.m'. Quick test: updated accordingly; see 'quick_test_HRenyi.m', 'quick_test_HTsallis.m', 'quick_test_Himreg.m'.
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release-0.54
Zoltán Szabó
Added tag release-0.53 for changeset eb0961c20b1f
Zoltán Szabó
f-divergence estimation based on second-order Taylor expansion + Pearson chi square divergence, Shannon mutual information estimation based on KL divergence: added; see 'Df_DChiSquare_initialization.m', 'Df_DChiSquare_estimation.m', 'IShannon_DKL_initialization.m', 'IShannon_DKL_estimation.m'. Quick tests updated with the new estimators; see 'quick_test_IShannon.m', 'quick_test_Iimreg.m', 'quick_test_Iindependence.m', 'quick_test_Dequality.m'. ARfit download: updated to the new 'http://clidyn.ethz.ch/arfit/arfit.zip' url, see 'ITE_install.m'.
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release-0.53
Zoltán Szabó
Added tag release-0.52 for changeset 9038f2615553
Zoltán Szabó
Exponential family related functions: grouped to directory 'exp_family'.
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release-0.52
Zoltán Szabó
Sharma-Mittal divergence estimation (kNN, MLE + analytical formula in the exp. family): added with quick test; Shannon mutual information-, normal variables to the Pearson chi square divergence quick test: added; see 'DSharmaM_expF_initialization.m', 'DSharmaM_expF_estimation.m', 'DSharmaM_kNN_k_initialization.m', 'DSharmaM_kNN_k_estimation.m', 'quick_test_DSharmaM.m' 'quick_test_IShannon.m', 'analytical_value_IShannon.m', 'quick_test_DChiSquare.m', 'analytical_value_DChiSqu…
Zoltán Szabó
ITE: signed up to Twitter. Twitter link: added to README.md.
Zoltán Szabó
README.md: fine-tuned.
Zoltán Szabó
ITE mailing list: set up. README.md: updated accordingly.
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