I am a data, python, and open source enthusiast. I currently work as a research technician at UNC Wilmington. Some of the packages I am working on are:
skedm (scikit empirical dynamic modeling) is a package for performing nonlinear analysis in scikit learn’s style. It can reconstruct state spaces, forecast, and see if the behavior of a system has changed.
skccm (scikit convergent cross mapping) implements convergent cross mapping in scikit learn’s style. It reconstructs the state spaces and determines if one time series is influencing another time series. It implements the procedure described in Detecting Causality in Complex Ecosystems.
BuoyPy pulls data from the National Data Buoy Center, cleans it, and puts it into pandas dataframes.