What’s new

Warning

EntroPy is now DEPRECATED. Please use the AntroPy package instead!

v0.1.4 (dev)

  1. Updated entropy.lziv_complexity() using integer arrays with Numba in PR16.

  2. entropy.lziv_complexity() now maps strings to UTF-8 integer representations.

v0.1.3 (March 2021)

  1. Added the entropy.num_zerocross() function to calculate the (normalized) number of zero-crossings on N-D data.

  2. Added the entropy.hjorth_params() function to calculate the mobility and complexity Hjorth parameters on N-D data.

  3. Add support for N-D data in entropy.spectral_entropy(), entropy.petrosian_fd() and entropy.katz_fd().

  4. Use the stochastic package to generate stochastic time-series.

v0.1.2 (May 2020)

  1. entropy.lziv_complexity() now works with non-binary sequence (e.g. “12345” or “Hello World!”)

  2. 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.

  3. Updated flake8

v0.1.1 (November 2019)

  1. Added Lempel-Ziv complexity (entropy.lziv_complexity()) for binary sequence.

v0.1.0 (October 2018)

Initial release.

  1. Permutation entropy

  2. Spectral entropy

  3. Singular value decomposition entropy

  4. Approximate entropy

  5. Sample entropy

  6. Petrosian Fractal Dimension

  7. Katz Fractal Dimension

  8. Higuchi Fractal Dimension

  9. Detrended fluctuation analysis