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feature: common search space for existing theorists #234

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hollandjg opened this issue Jan 13, 2023 · 0 comments
Open

feature: common search space for existing theorists #234

hollandjg opened this issue Jan 13, 2023 · 0 comments
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@musslick @listar2000 @TheLemonPig
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duplicate This issue or pull request already exists. enhancement New feature or request. priority 3 - optional Not time sensitive.

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hollandjg commented Jan 13, 2023 •
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set up a common interface for specifying the search space for the existing theorists – DARTS, BMS, BSR...

It needs to allow specification of the following characteristics in a theorist-agnostic way:

  • primitives
  • network shape (nodes)
  • priors over primitives
  • conditional priors over primitives
  • "should include a node representing function f(x...) where x are the model inputs

Related to AutoResearch/autora-theorist-bms#29
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@musslick musslick

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@TheLemonPig TheLemonPig

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duplicate This issue or pull request already exists. enhancement New feature or request. priority 3 - optional Not time sensitive.
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@hollandjg @musslick @benwandrew @listar2000 @TheLemonPig @gtdang