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Method K

gpflow/kernels/base.py:177–178  ·  view source on GitHub ↗
(self, X: TensorType, X2: Optional[TensorType] = None)

Source from the content-addressed store, hash-verified

175 "return: [batch..., N, N] if X2 is None",
176 )
177 def K(self, X: TensorType, X2: Optional[TensorType] = None) -> tf.Tensor:
178 raise NotImplementedError
179
180 @abc.abstractmethod
181 @check_shapes(

Callers 15

__call__Method · 0.95
test_base_kernel_ard_correct_shape_acceptedMethod · 0.45
test_K_off_diagonals_increase_with_uncond_lengthscalesMethod · 0.45
test_K_shape_and_psdMethod · 0.45
test_K_with_X2Method · 0.45
test_K_diag_matches_diag_of_KMethod · 0.45
test_angle_multistart_restart_roundtripMethod · 0.45
test_K_shape_and_psdMethod · 0.45
test_axiom_both_inactive_is_invariant_in_conditional_valueMethod · 0.45
test_axiom_one_active_one_inactive_distinctMethod · 0.45
test_rho_multistart_restart_roundtripMethod · 0.45
test_K_shape_and_psdMethod · 0.45

Calls

no outgoing calls

Tested by 15

test_base_kernel_ard_correct_shape_acceptedMethod · 0.36
test_K_off_diagonals_increase_with_uncond_lengthscalesMethod · 0.36
test_K_shape_and_psdMethod · 0.36
test_K_with_X2Method · 0.36
test_K_diag_matches_diag_of_KMethod · 0.36
test_angle_multistart_restart_roundtripMethod · 0.36
test_K_shape_and_psdMethod · 0.36
test_axiom_both_inactive_is_invariant_in_conditional_valueMethod · 0.36
test_axiom_one_active_one_inactive_distinctMethod · 0.36
test_rho_multistart_restart_roundtripMethod · 0.36
test_K_shape_and_psdMethod · 0.36
test_axiom_both_inactive_is_invariant_in_conditional_valueMethod · 0.36