PE_parameter_selection is a Python library for the functions used in "On the Automatic Parameter Selection for Permutation Entropy." These functions are used to selection both the embedding dimension and delay for permutations.
The available options are embedding dimension and delay for permutation entropy (and Takens' embedding or state space reconstruction) are shown in the figure below.
If using the functions provided, please cite "On the Automatic Parameter Selection for Permutation Entropy" and/or this github page through Zenodo.
The python script for these functions is provided in this GitHub Repo. In the current state, each method is provided as a seperate function for download.
Full documentation, with examples, of the implementation of the functions is provided here.
This material is based upon work supported by the National Science Foundation under grant numbers CMMI-1759823 and DMS1759824.
Disclaimer: Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.