Add vowpal wabbit to AutoMLSearch
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enhancement
new feature
performance
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Beschreibung
https://github.com/alteryx/evalml/pull/2846 added vowpal wabbit estimators to EvalML, but they are currently not used in AutoMLSearch.
This would require performance testing and determining a good set of hyperparameter ranges for the estimators. In addition, there are some issues I had run into with our tuner that might need to be addressed.
Preliminary perf testing done during innovation days: https://alteryx.atlassian.net/wiki/spaces/PS/pages/1059620252/Adding+Vowpal+Wabbit+to+AutoML
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