locan.simulation.simulate_locdata.make_Poisson¶

locan.simulation.simulate_locdata.make_Poisson(intensity, region=(0, 1), seed=None)[source]¶

Provide points that are distributed by a uniform Poisson point process within the boundaries given by region.

Parameters:

intensity (int | float) – The intensity (points per unit region measure) of the point process
region (Union[Region, _Buffer, _SupportsArray[dtype[Any]], _NestedSequence[_SupportsArray[dtype[Any]]], bool, int, float, complex, str, bytes, _NestedSequence[bool | int | float | complex | str | bytes]]) – The region (or support) for all features. If array-like it must provide upper and lower bounds for each feature.
seed (None | int | Sequence[int] | SeedSequence | BitGenerator | Generator) – random number generation seed

Returns:

The generated samples of shape (n_samples, n_features).

Return type:

npt.NDArray[np.float64]