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Neuroglycerin / neukrill-net-work

NDSB competition repository for scripting, note taking and writing submissions.
MIT License
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GridSearch #32

Open scottclowe opened 9 years ago

scottclowe commented 9 years ago

Implement a schema for performing a grid search over a parameter range.

Will need to recursively call train.py with different (but similar) parameters (without saving model to disk) and store the cross-val score to determine which parameter set is best.

This function is intended to run with the sklearn-type models, but for parameters which can't use sklearn's grid search function because they are deeper parameters.

gngdb commented 9 years ago

I think we could just do this in notebooks at the moment, but scripting could be useful. I'll make a notebook about how to tune learning rate and the code used in that can be repurposed for any gridsearch code.