Commits
Author  Commit  Message  Labels  Comments  Approvals  Date 

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'.




Added tag release0.15 for changeset 3b72fd23a31c




Hellinger, Bhattacharyya distance; volume of the unit ball: added. DL2_kNN_k_estimation.m: a '/'>'*' typo corrected.



Added tag release0.14 for changeset 6a0b01124bdb




documentation: MonteCarlo included



Removed tag release0.14




Added tag release0.14 for changeset 1fb133fae0fb




MonteCarlo simulation to compute the additive constants in Renyi entropy estimation: added; see 'estimate_HRenyi_constant.m'. compute_length_HRenyi_MST.m: pdist > sqdistance (acceleration).




kNN_squared_distances.m, co.kNNmethod='knnFP2': for compatibility reasons variable 'indices' has been converted to int32.


