dagma.utils.simulate_parameter¶

dagma.utils.simulate_parameter(B: numpy.ndarray, w_ranges: list[tuple[float, float]] = ((-2.0, -0.5), (0.5, 2.0))) → numpy.ndarray¶

Simulate SEM parameters for a DAG.

Parameters:¶

B : np.ndarray¶

\([d, d]\) binary adj matrix of DAG.

w_ranges : List[Tuple[float,float]], optional¶

disjoint weight ranges, by default \(((-2.0, -0.5), (0.5, 2.0))\).

Returns:¶

\([d, d]\) weighted adj matrix of DAG.

Return type:¶

np.ndarray