What’s new
v0.1.4 (April 2021)
Important
The package has now been renamed AntroPy (previously EntroPy)!
Faster implementation of
antropy.lziv_complexity()
(see PR1). Among other improvements, strings are now mapped to UTF-8 integer representations.
v0.1.3 (March 2021)
Added the
entropy.num_zerocross()
function to calculate the (normalized) number of zero-crossings on N-D data.Added the
entropy.hjorth_params()
function to calculate the mobility and complexity Hjorth parameters on N-D data.Add support for N-D data in
entropy.spectral_entropy()
,entropy.petrosian_fd()
andentropy.katz_fd()
.Use the stochastic package to generate stochastic time-series.
v0.1.2 (May 2020)
entropy.lziv_complexity()
now works with non-binary sequence (e.g. “12345” or “Hello World!”)The average fluctuations in
entropy.detrended_fluctuation()
is now calculated using the root mean square instead of a simple arithmetic. For more details, please refer to this GitHub issue.Updated flake8
v0.1.1 (November 2019)
Added Lempel-Ziv complexity (
entropy.lziv_complexity()
) for binary sequence.
v0.1.0 (October 2018)
Initial release.
Permutation entropy
Spectral entropy
Singular value decomposition entropy
Approximate entropy
Sample entropy
Petrosian Fractal Dimension
Katz Fractal Dimension
Higuchi Fractal Dimension
Detrended fluctuation analysis