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Published 20 hours ago • verified publisher icon alteryx

Add vowpal wabbit to AutoMLSearch

Open angela97lin opened this issue 3 years ago • 1 comments

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

angela97lin avatar Oct 25 '21 16:10 angela97lin

Note that when we do this we should also prioritize #2952 to add VW support to conda

dsherry avatar Nov 10 '21 20:11 dsherry