(
inducing_variable: InducingVariables,
kernel: Kernel,
q_mu: TensorType,
q_sqrt: TensorType,
whiten: bool = False,
)
| 36 | "return: []", |
| 37 | ) |
| 38 | def _( |
| 39 | inducing_variable: InducingVariables, |
| 40 | kernel: Kernel, |
| 41 | q_mu: TensorType, |
| 42 | q_sqrt: TensorType, |
| 43 | whiten: bool = False, |
| 44 | ) -> tf.Tensor: |
| 45 | if whiten: |
| 46 | return gauss_kl(q_mu, q_sqrt, None) |
| 47 | else: |
| 48 | K = Kuu(inducing_variable, kernel, jitter=default_jitter()) # [P, M, M] or [M, M] |
| 49 | return gauss_kl(q_mu, q_sqrt, K) |
| 50 | |
| 51 | |
| 52 | @check_shapes( |
nothing calls this directly
no test coverage detected