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Author Commit Message Labels Comments Date
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_DChiSquare.m'. Copyright info: updated.
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.
Zoltán Szabó
Link to Wiki: fine-tuned.
Zoltán Szabó
Wiki: activated.
Zoltán Szabó
The 'doc' directory has been added to the downloadable archives.
Zoltán Szabó
Added tag release-0.51 for changeset 0996f0e8bb5d
Zoltán Szabó
Block-MMD (maximum mean discrepancy) estimator: added. ITE has been accepted for publication in JMLR; refactorization, documentation upgrade. For details, see 'CHANGELOG.txt'.
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release-0.51
Zoltán Szabó
README.md: encoding changed back to UTF8.
Zoltán Szabó
Added tag release-0.50 for changeset ec657247b75f
Zoltán Szabó
Entropy and Kullback-Leibler divergence estimation based on power spectral density representation and Szego's theorem: added; see 'HShannon_PSD_SzegoT_initialization.m', 'HShannon_PSD_SzegoT_estimation.m', 'DKL_PSD_SzegoT_initialization.m', 'DKL_PSD_SzegoT_estimation.m'; 'quick_test_HShannon.m', 'quick_test_DKL.m', 'quick_test_Dequality.m'.
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release-0.50
Zoltán Szabó
Different noisy examples added to image registration; see 'quick_test_Himreg.m', 'quick_test_Iimreg.m', 'add_image_noise.m'.
Zoltán Szabó
Added tag release-0.49 for changeset 1c1d0a1faa12
Zoltán Szabó
MMD (maximum mean discrepancy) estimation based on U- and V-statistics: incomplete Cholesky decomposition based accelerations added; see 'DMMD_Ustat_iChol_initialization.m', 'DMMD_Ustat_iChol_estimation.m', 'DMMD_Vstat_iChol_initialization.m', 'DMMD_Vstat_iChol_estimation.m'. 'quick_test_Dequality.m': updated with the new estimators. Refactorization, documentation upgrade: performed (see CHANGELOG.txt).
Tags
release-0.49
Zoltán Szabó
Added tag release-0.48 for changeset f93b2007a775
Zoltán Szabó
Sharma-Mittal entropy estimation based on (i) k-nearest neighbors (S={k}), and (ii) maximum likehood estimation (MLE) + analytical value in the exponential family: added; see 'HSharmaM_kNN_k_initialization.m', 'HSharmaM_kNN_k_estimation.m', 'HSharmaM_expF_initialization.m', 'HSharmaM_expF_estimation.m'. Quick test for the Sharma-Mittal entropy estimators: added; see 'quick_test_HSharmaM.m'.
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release-0.48
Zoltán Szabó
Added tag release-0.47 for changeset 541d2ac70225
Zoltán Szabó
Chi-square mutual information estimation based on Pearson chi-square divergence: added. Shannon entropy estimation based on an alternative linearly corrected spacing method: added. See 'IChiSquare_DChiSquare_initialization', 'IChiSquare_DChiSquare_estimation.m', 'HShannon_spacing_Vplin2_initialization.m', 'HShannon_spacing_Vplin2_estimation.m'. Quick tests updated with the new estimators, see 'quick_test_HShannon.m', 'quick_test_Iimreg.m', 'quick_test_Iindependence.m'.
Tags
release-0.47
Zoltán Szabó
README.md: shortened.
Zoltán Szabó
ITE has been accepted for oral presentation at NIPS-2013: MLOSS workshop, README.md: updated.
Zoltán Szabó
Added tag release-0.46 for changeset e640efade999
Zoltán Szabó
Phi-entropy (f-entropy) estimation based on the spacing method, Pearson chi square divergence (chi square distance) estimation based on k-nearest neighbors: added; see 'HPhi_spacing_initialization.m', 'HPhi_spacing_estimation.m', 'DChiSquare_kNN_k_initialization.m', 'DChiSquare_kNN_k_estimation.m'. Quick tests covering the estimators: introduced ('quick_test_HPhi.m', 'quick_test_DChiSquare.m'), updated accordingly ('quick_test_Dequality.m').
Tags
release-0.46
Zoltán Szabó
Added tag release-0.45 for changeset 2be4fc223d03
Zoltán Szabó
Exponentiated Jensen-Tsallis kernel estimators: added; see 'KEJT1_HT_initialization.m', 'KEJT1_HT_estimation.m', 'KEJT2_DJT_initialization.m', 'KEJT2_DJT_estimation.m'. Quick tests covering the estimators: introduced ('quick_test_EJT1.m', 'quick_test_KEJT2.m'), updated accordingly ('quick_test_Kpos_semidef.m').
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release-0.45
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