dagma.utils.simulate_dag¶

dagma.utils.simulate_dag(d: int, s0: int, graph_type: str) → numpy.ndarray¶

Simulate random DAG with some expected number of edges.

Parameters:¶

d : int¶

num of nodes

s0 : int¶

expected num of edges

graph_type : str¶

One of ["ER", "SF", "BP"]

Returns:¶

\((d, d)\) binary adj matrix of DAG

Return type:¶

numpy.ndarray