phasik.classes.TemporalNetwork.TemporalNetwork.from_edge_timeseries
- classmethod TemporalNetwork.from_edge_timeseries(edge_timeseries, normalise='max')[source]
Creates a TemporalNetwork from a DataFrame of edge timeseries
All edges in the network are those of the timeseries, and nodes are extracted from edge names
- Parameters
edge_timeseries (pandas.DataFrame) – Dataframe where each row is a timeseries, with index as edge names and columns as times
normalise ({‘max’, ‘minmax’, “standardise”, None}) – Choice of normalsation of the edge timeseries
- Return type