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Zoltán Szabó avatarZoltán 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).
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release-0.49
Zoltán Szabó avatarZoltán Szabó
Added tag release-0.48 for changeset f93b2007a775
Zoltán Szabó avatarZoltán 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 avatarZoltán Szabó
Added tag release-0.47 for changeset 541d2ac70225
Zoltán Szabó avatarZoltán 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'.
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release-0.47
Zoltán Szabó avatarZoltán Szabó
README.md: shortened.
Zoltán Szabó avatarZoltán Szabó
ITE has been accepted for oral presentation at NIPS-2013: MLOSS workshop, README.md: updated.
Zoltán Szabó avatarZoltán Szabó
Added tag release-0.46 for changeset e640efade999
Zoltán Szabó avatarZoltán 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').
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release-0.46
Zoltán Szabó avatarZoltán Szabó
Added tag release-0.45 for changeset 2be4fc223d03
Zoltán Szabó avatarZoltán 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
Zoltán Szabó avatarZoltán Szabó
Added tag release-0.44 for changeset 107f79f93980
Zoltán Szabó avatarZoltán Szabó
Exponentiated Jensen-Renyi kernel estimators: added; see 'KEJR1_HR_initialization.m', 'KEJR1_HR_estimation.m', 'KEJR2_DJR_initialization.m', 'KEJR2_DJR_estimation.m'. Quick tests covering the estimators: introduced ('quick_test_EJR1.m', 'quick_test_KEJR2.m'), updated accordingly ('quick_test_Kpos_semidef.m').
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release-0.44
Zoltán Szabó avatarZoltán Szabó
README.md: updated.
Zoltán Szabó avatarZoltán Szabó
Added tag release-0.43 for changeset 94449cfbd3d3
Zoltán Szabó avatarZoltán Szabó
Exponentiated Jensen-Shannon kernel, Jensen-Tsallis kernel: added.
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release-0.43
Zoltán Szabó avatarZoltán Szabó
Added tag release-0.42 for changeset 3dfc21d22d46
Zoltán Szabó avatarZoltán Szabó
High-level information theoretical estimators: 'eval' changed to 'function handles' to speed up computations. Cost object initialization: now allows setting field values (alpha, number of kNN-s, ...) through its argument. => possibility to override default values, automatic inheritence in meta estimators. Quick tests introduced: consistency of the estimators, positive semi-definiteness of Gram matrices determined by distribution kernels, image registration. Refactorization; documentation: improved, for further details see CHANGELOG.txt.
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release-0.42
Zoltan Szabo avatarZoltan Szabo
ITE-0.410_code.tar.bz2 -> ITE-0.41_code.tar.bz2 typo in README.md: corrected.
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.41 for changeset 5e2af9ca94f5
Zoltan Szabo avatarZoltan Szabo
Probability product kernel estimation based on k-nearest neighbors, Jensen-Shannon kernel estimation: added; see 'KPP_kNN_k_initialization.m', 'KPP_kNN_k_estimation.m', 'KJS_DJS_initialization.m' and 'KJS_DJS_estimation.m'.
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release-0.41
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.40 for changeset e50e170c6472
Zoltan Szabo avatarZoltan Szabo
Kernel on distributions (K) object type, expected and Bhattacharyya kernel estimation: added; see K_initialization.m', 'K_estimation.m', 'Kexpected_initialization.m', 'Kexpected_estimation.m', 'KBhattacharyya_kNN_k_initialization.m', 'KBhattacharyya_kNN_k_estimation.m'.
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release-0.40
Zoltan Szabo avatarZoltan Szabo
README.md: Download links: v0.38 -> v0.39.
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.39 for changeset 63da91618e4d
Zoltan Szabo avatarZoltan Szabo
Symmetric Bregman distance estimation based on (i) nonsymmetric Bregman distance, (ii) k-nearest neighbors: added; see 'DsymBregman_DBregman_initialization.m', 'DsymBregman_DBregman_estimation.m', 'DsymBregman_kNN_k_initialization.m', 'DsymBregman_kNN_k_estimation.m'.
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release-0.39
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.38 for changeset 2c2556bc0b35
Zoltan Szabo avatarZoltan Szabo
Jensen-Tsallis divergence and Bregman distance estimation: added; see 'DJensenTsallis_HTsallis_initialization.m', 'DJensenTsallis_HTsallis_estimation.m', 'DBregman_kNN_k_initialization.m' and 'DBregman_kNN_k_estimation.m'.
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release-0.38
Zoltan Szabo avatarZoltan Szabo
Added tag release-0.37 for changeset d0b19a8f2cc4
Zoltan Szabo avatarZoltan Szabo
K and L divergence estimation: added; see 'DK_DKL_initialization.m', 'DK_DKL_estimation.m', 'DL_DKL_initialization.m', 'DL_DKL_estimation.m'. Handling 'Y==Q' in case of co.kNNmethod = 'knnsearch': included; see 'kNN_squared_distances.m'. Dimension verification: added to (i) meta estimators, see 'ITsallis_DTsallis_estimation.m', 'DEnergyDist_DMMD_estimation.m', 'DJdistance_estimation.m', 'DJensenRenyi_HRenyi_estimation.m', 'DJensenShannon_HShannon_estimation.m', 'DKL_CCE_HShannon_estimation.m'; (ii) utilities; see 'estimate_Dtemp1.m', 'estimate_Dtemp2.m'.
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release-0.37
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