gpflow.inducing_variables.inducing_variables

gpflow.inducing_variables.inducing_variables.InducingPointsBase

class gpflow.inducing_variables.inducing_variables.InducingPointsBase(Z, name=None)[source]

Bases: gpflow.inducing_variables.inducing_variables.InducingVariables

Attributes
parameters
trainable_parameters

Methods

__call__(self, \*args, \*\*kw)

Call self as a function.

Parameters
  • Z (Union[int, float, Sequence[Any], tensorflow.Tensor, tensorflow.Variable, Parameter]) –

  • name (Optional[str]) –

__init__(self, Z: Union[int, float, Sequence[Any], tensorflow.Tensor, tensorflow.Variable, ForwardRef('Parameter')], name: Union[str, NoneType] = None)[source]
Parameters

Z (Union[int, float, Sequence[Any], tensorflow.Tensor, tensorflow.Variable, Parameter]) – the initial positions of the inducing points, size [M, D]

Parameters

name (Optional[str]) –