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[ENH] parallel backend selection for forecasting tuners #5430

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merged 8 commits into from Oct 26, 2023
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@fkiraly fkiraly commented Oct 15, 2023

This PR adds parallel backend selection for forecasting tuners, using the parallelize utility module.

Towards #5380

Also makes the following changes:

  • in tuners, deprecates some of the "backend parameters" for 0.26.0 in order to make the backend parameter interface consistent across the codebase.
  • adds default fixtures for different parallel backend settings, also exported by the utils.parallel module
  • tests that run the tuners with those parallelization settings

@fkiraly fkiraly added module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting enhancement Adding new functionality labels Oct 15, 2023
@fkiraly fkiraly merged commit f2820e1 into main Oct 26, 2023
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@fkiraly fkiraly deleted the tune-parallel branch October 26, 2023 21:54
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enhancement Adding new functionality module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting
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