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ndd

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ndd is a Python package for Bayesian entropy estimation from discrete data.

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Description

ndd is a Python package for Bayesian entropy estimation from discrete data. ndd provides the ndd.entropy function, based on an efficient implementation of the Nemenman-Schafee-Bialek (NSB) algorithm. Remarkably, the NSB algorithm allows entropy estimation when the number of samples is much smaller than the number of classes with non-zero probability.

About

Summary

ndd is a Python package for Bayesian entropy estimation from discrete data.

Last Updated

Jan 4, 2021 at 12:52

License

BSD-3-Clause

Total Downloads

47

Version Downloads

0