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Add evaluator class #4

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paxcema opened this issue Jan 6, 2023 · 0 comments
Open

Add evaluator class #4

paxcema opened this issue Jan 6, 2023 · 0 comments
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enhancement New feature or request

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@paxcema
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paxcema commented Jan 6, 2023

Up for discussion.

A stateful class could help enabling the following:

  • Track evaluations through time in a simple way
  • Store multiple-metric evals in a single object (users may want to eval a model with multiple metrics and consolidate all of these in a single artifact, which would be easier to produce from a single object)
  • Focus on reproducibility: there should be a simple mechanism that enables automatic logging of everything that is done to/with a marked instance
  • Scheduled support (i.e. cron jobs)? Not 100% sold on this one, it may be better to implement it within mdb proper
@paxcema paxcema added the enhancement New feature or request label Jan 6, 2023
@paxcema paxcema self-assigned this Jan 6, 2023
@paxcema paxcema removed their assignment Aug 16, 2024
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Labels
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