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Allow duplicate pipeline names in AutoMLSearch #1929

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freddyaboulton opened this issue Mar 4, 2021 · 0 comments
Open

Allow duplicate pipeline names in AutoMLSearch #1929

freddyaboulton opened this issue Mar 4, 2021 · 0 comments
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@asniyaz
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enhancement An improvement to an existing feature. needs design Issues requiring design documentation.

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@freddyaboulton
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Follow-up from #1858

We should allow pipelines with repeating names to be passed in to AutoMLSearch.

Some things to consider:

  1. The tuners in AutoMLAlgorithm are keyed by pipeline name.
  2. The rankings table is created from the full_rankings table by dropping duplicates based on the pipeline name.

There may be more. These are just the first that came to mind.
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@asniyaz asniyaz

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@freddyaboulton @asniyaz