add TimeAsFeature to transform registry #2439
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Codecov ReportAttention: Patch coverage is
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## main #2439 +/- ##
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Coverage 95.31% 95.32%
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Files 495 497 +2
Lines 48069 48194 +125
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Summary: see title Reviewed By: bernardbeckerman Differential Revision: D57119551
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Summary: This implements a transform for adding `start_time` and `duration` as features for modeling. Currently, this adds them as `RangeParameter`s (to unblock time-sensitive applications), but in the future it would be good to revise this with a better treatment of non-tunable contextual information. `duration` appears to lead to better model fits on the synthetic example (notebook) than using `end_time`. This also works better than using the midpoint between start time and end time. Reviewed By: bernardbeckerman, Balandat Differential Revision: D57082939
Summary: see title Reviewed By: bernardbeckerman Differential Revision: D57119551
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Summary: see title Reviewed By: bernardbeckerman Differential Revision: D57119551
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This pull request has been merged in 406a1de. |
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Summary: see title
Reviewed By: bernardbeckerman
Differential Revision: D57119551