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[timeseries] Update to GluonTS v0.12.0 #2771

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merged 8 commits into from
Feb 2, 2023
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@shchur shchur commented Jan 27, 2023

Description of changes:

  • Add TFT PyTorch model
  • Update the SFF model (use StudentT output, fix the quantile workaround)
  • Drop the Prophet GluonTS wrapper

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LGTM. Can we rebase and rerun tests?

@shchur shchur changed the title [WIP] [timeseries] Update to GluonTS v0.12.0 [do not merge] [timeseries] Update to GluonTS v0.12.0 Feb 1, 2023
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shchur commented Feb 1, 2023

@canerturkmen Cannot run the tests on CI until GluonTS v0.12.0 is released on PyPI, unfortunately. Will do that tomorrow after the release

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shchur commented Feb 1, 2023

@canerturkmen

  • I have removed the prophet model (it's anyway currently completely unusable since it's not included in MODEL_TYPES in presets.py)
  • ran the tests locally with the latest version of GluonTS master branch (see screenshot)

gluonts_v012_tests_report

@shchur shchur changed the title [do not merge] [timeseries] Update to GluonTS v0.12.0 [timeseries] Update to GluonTS v0.12.0 Feb 2, 2023
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github-actions bot commented Feb 2, 2023

Job PR-2771-c7e5528 is done.
Docs are uploaded to http://autogluon-staging.s3-website-us-west-2.amazonaws.com/PR-2771/c7e5528/index.html

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LGTM! Thanks!

@shchur shchur merged commit 034ca06 into autogluon:master Feb 2, 2023
@shchur shchur deleted the bump-gluonts branch February 2, 2023 12:49
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2 participants