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hyperopt / hyperopt-sklearn

Hyper-parameter optimization for sklearn
hyperopt.github.io/hyperopt-sklearn
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Adding specific classifiers #94

Open Shuyib opened 6 years ago

Shuyib commented 6 years ago

Hi,

I've run hyperopt-sklearn successfully and i really like it. Is it possible to add Logistic Regression, ElasticNet and Lasso regression? I find them a bit difficult to tune sometimes. Thanks!

adodge commented 5 years ago

I took a stab at the Lasso and ElasticNet classifiers. LogisticRegression looks like a pain, because each solver has different restrictions on the input and other parameters. It's doable, but I wonder if it might make more sense to have a component for each solver, and then provide a function (like any_classifier) that chooses between them.

Shuyib commented 5 years ago

Sounds like a fantastic plan.