Persistent Homology of Networks (PHN) is a python package for the functions developed in "Persistent Homology of Complex Networks for Dynamic State Detection." These functions use a time series to develop a complex network, which can be analyzed to detect dynamic state changes as well as complexity changes in the time series. Additionally, complex networks allow for a unique view into the shape of high dimension embedding that could not normally be visualized.
- Is supplement to
- https://github.com/Khasawneh-Lab/PH_complex_networks/tree/V1.0.0 (URL)