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As per issue '#2175 [Docs] GP Regression With Uncertain Inputs'. #2200

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corwinjoy
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Improve the example so that the noise bands on the final graph make more sense.

Set the test noise level to 1e-3 to be smaller than the training data, so we get the output graph you would expect.
Wider bands on the left, then narrower bands on the right as the training noise decreases.

See [Docs] GP Regression With Uncertain Inputs #2175 for a discussion.

Corwin Joy and others added 2 commits November 22, 2022 18:39
…Inputs'.

Set the test noise level to 1e-3 to be smaller than the training data, so we get the output graph you would expect, wider bands on the left, then narrower bands on the right as the training noise decreases.
@gpleiss gpleiss enabled auto-merge (squash) November 28, 2022 20:45
@gpleiss gpleiss requested review from gpleiss and removed request for gpleiss November 28, 2022 20:45
@gpleiss gpleiss merged commit 49f3790 into cornellius-gp:master Nov 29, 2022
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2 participants