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Entropy of data sampled from an exponential distributionplt.show() -Comparison of entropy estimators when the data are sampled from a exponential distribution

Total running time of the script: (0 minutes 20.386 seconds)

+Comparison of entropy estimators when the data are sampled from a exponential distribution

Total running time of the script: (0 minutes 20.804 seconds)

-2-dimensional multivariate normal, 4-dimensional multivariate normal, 6-dimensional multivariate normal, 8-dimensional multivariate normal

Total running time of the script: (0 minutes 32.307 seconds)

+2-dimensional multivariate normal, 4-dimensional multivariate normal, 6-dimensional multivariate normal, 8-dimensional multivariate normal

Total running time of the script: (0 minutes 32.953 seconds)

-Comparison of entropy estimators when the data is high-dimensional, Mode: dense, Mode: sparse

Total running time of the script: (0 minutes 24.120 seconds)

+Comparison of entropy estimators when the data is high-dimensional, Mode: dense, Mode: sparse

Total running time of the script: (0 minutes 24.568 seconds)

-Comparison of MI estimators when the data are sampled from a normal distribution

Total running time of the script: (0 minutes 20.743 seconds)

+Comparison of MI estimators when the data are sampled from a normal distribution

Total running time of the script: (0 minutes 21.318 seconds)

-Comparison of MI estimators when the data is high-dimensional, Mode: dense, Mode: sparse

Total running time of the script: (0 minutes 30.210 seconds)

+Comparison of MI estimators when the data is high-dimensional, Mode: dense, Mode: sparse

Total running time of the script: (0 minutes 30.613 seconds)