mlkernels.kernels.decaying module

class mlkernels.kernels.decaying.DecayingKernel(alpha, beta)[source]

Bases: mlkernels.kernel.Kernel

Decaying kernel.

Parameters
  • alpha (tensor) – Shape of the gamma distribution governing the distribution of decaying exponentials.

  • beta (tensor) – Rate of the gamma distribution governing the distribution of decaying exponentials.

render(formatter)[source]

Render the element.

This is the lowest-level operation in pretty printing an element, and should produce a string representation of the element. This method should be implemented to determine how to render a custom element.

Parameters

formatter (elements, optional) – Function to format values.

Returns

Rendering of the element.

Return type

str