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Function test_predict_log_density

tests/gpflow/kernels/test_coregion.py:210–218  ·  view source on GitHub ↗
()

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208
209
210def test_predict_log_density() -> None:
211 vgp0, vgp1, cvgp = _prepare_models()
212
213 pred_ydensity0 = vgp0.predict_log_density((Datum.Xtest, Datum.Ytest))
214 pred_ydensity_c0 = cvgp.predict_log_density((Datum.Xtest_augmented0, Datum.Ytest_augmented0))
215 assert_allclose(pred_ydensity0, pred_ydensity_c0, atol=1e-2)
216 pred_ydensity1 = vgp1.predict_log_density((Datum.Xtest, Datum.Ytest))
217 pred_ydensity_c1 = cvgp.predict_log_density((Datum.Xtest_augmented1, Datum.Ytest_augmented1))
218 assert_allclose(pred_ydensity1, pred_ydensity_c1, atol=1e-2)
219
220
221def test_predict_f_samples() -> None:

Callers

nothing calls this directly

Calls 2

_prepare_modelsFunction · 0.85
predict_log_densityMethod · 0.45

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