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QB3 / sparse-ho

Fast hyperparameter settings for non-smooth estimators:
http://qb3.github.io/sparse-ho
BSD 3-Clause "New" or "Revised" License
38 stars 15 forks source link

Name of our Lasso class #114

Open QB3 opened 3 years ago

QB3 commented 3 years ago

Currently the name of the classes encapsulating the estimators is the same as the name of the estimators: for example Lasso is the name of the estimator from sklearn/ celer and the name of the class imported to set the hyperparams of the Lasso. We should change the name of our classes, I propose LassoHO, SVMHO etc we feel to suggest other names.

agramfort commented 3 years ago

it's more that the Lasso solution can be differentiated so maybe ?

LassoDiff LassoAutoDiff LassoAD LassoGrad

???