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[MNT] Add joblib backend option and set default to all parallelized estimators

Open baraline opened this issue 7 months ago • 9 comments

Describe the issue

Some of the estimators that use joblib for parallelization use process-based backend, while other use threads-based backend. Ideally, we want this to be a parameter tunable by the users.

Suggest a potential alternative/fix

Including a joblib_backend parameter which would default to threading (from discussions with Matthew), and use this parameter to set the joblib backend parameter during Parallel calls would fix the issue.

baraline avatar Jul 14 '24 15:07 baraline