pywhy_graphs.classes.timeseries.StationaryTimeSeriesMixedEdgeGraph#

class pywhy_graphs.classes.timeseries.StationaryTimeSeriesMixedEdgeGraph(graphs=None, edge_types=None, max_lag: Optional[int] = None, **attr)[source]#

A mixed-edge causal graph for stationary time-series.

Parameters:

graphs : List of Graph | DiGraph

A list of networkx single-edge graphs.

edge_types : List of str

A list of names for each edge type.

max_lag : int, optional

The maximum lag, by default None.

attr : keyword arguments, optional (default= no attributes)

Attributes to add to graph as key=value pairs.