Support grid-search to optimize hyperparameters

mozilla / bugbug

Platform for Machine Learning projects on Software Engineering

Mozilla Public License 2.0

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Open suhaibmujahid opened 12 months ago

suhaibmujahid commented 12 months ago

Some of the model configurations could be formed as hyperparameters, then grid-search could be used to find the best combination.

marco-c commented 12 months ago

Something like this was implemented in https://github.com/mozilla/bugbug/pull/1678/files as an experiment. Maybe we can take some of that.

marco-c commented 12 months ago

I had a quick look, we should probably implement it from scratch.