Allow duplicate pipeline names in AutoMLSearch
Open
enhancement
needs design
- Dominant language
- Python
- Stars
- 850
- Forks
- 96
- PR merge metrics
- No merged PRs in 30d
Description
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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