SpatialDE.GPControl

class SpatialDE.GPControl(gp=None, ipm=SGPIPM.grid, ncomponents=5, ard=True, ninducers=None)

Parameters for Gaussian process fitting.

Parameters:

• gp (Optional[GP]) – Type of GP to fit.

• ipm (SGPIPM) – Inducing point method. Only used if gp == GP.SGPR.

• ncomponents (int) – Number of kernel components.

• ard (bool) – Whether to use automatic relevance determination. This amounts to having one lengthscale per spatial dimension.

• ninducers (Optional[int]) – Number of inducing points.