coffeine.pipelines.GaussianKernel

class coffeine.pipelines.GaussianKernel(sigma: float = 1.0)

Gaussian (squared exponential) Kernel.

Efficient computation of squared exponential kernel for one column of covariances in a coffeine DataFrame.

Parameters:

sigmafloat

The sigma or length-scale parameter of the Gaussian kernel.