autopdex.seeder.quasi_random_in_psdf

autopdex.seeder.quasi_random_in_psdf(psdf, min, max, n_seeds, mode, atol=1e-08, n_init=10000, approx=True)

Generates quasi-random seed points and filters them using psdf.

Parameters:

• psdf (function) – Positive smooth distance function.

• min (array) – Minimum coordinates.

• max (array) – Maximum coordinates.

• n_seeds (int) – Number of seed points.

• mode (str) – Sampling mode (‘hammersley’ or ‘halton’).

• atol (float, optional) – Absolute tolerance. Defaults to 1e-8.

• n_init (int, optional) – Initial number of points for fill ratio estimation. Defaults to 10000.

• approx (bool, optional) – Whether to approximate the number of seeds. Defaults to True.

Returns:

Filtered seed points, number of seeds, and estimated region size.

Return type:

tuple