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tidymodels / model-implementation-principles

recommendations for creating R modeling packages
https://tidymodels.github.io/model-implementation-principles/
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Recommend tuning knob for resources allocated to model training #11

Open alexpghayes opened 5 years ago

alexpghayes commented 5 years ago

A broad class of hyperparameter tuning methods rely on being able to specify some amount of resources (iterations, time) to spend training a model. An even broader class of hyperparameter tuning algorithms is possible if models training can be paused and resumed.

We should develop some guidelines on how to do this.