gpflow.inducing_variables.inducing_variables#

Classes#

gpflow.inducing_variables.inducing_variables.InducingPointsBase#

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

Bases: gpflow.inducing_variables.inducing_variables.InducingVariables

Parameters

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

  • name (Optional[str]) –

property num_inducing: Optional[tensorflow.python.framework.ops.Tensor]#

Returns the number of inducing variables, relevant for example to determine the size of the variational distribution.

Return type

Optional[Tensor]