alteryx / alteryx/evalml

Add vowpal wabbit to AutoMLSearch

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#2,953 1 comentario 0 reacciones 1 asignado Reclamado por @asniyaz Ver en GitHub
enhancement new feature performance
Lenguaje dominante
Python
Estrellas
850
Forks
96
Métricas de merge de PR
Sin PR fusionados en 30 d

Descripción

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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