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Implement parallel PermutationEstimator #15

Merged
merged 4 commits into from
Jan 7, 2023
Merged

Implement parallel PermutationEstimator #15

merged 4 commits into from
Jan 7, 2023

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j-adamczyk
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Solves Issue #11, adding parallelization to PermutationEstimator with Joblib. It is controlled via standard n_jobs argument, with previous sequential behavior as default.

Additionally, determinism is ensured via standard random_state argument, and it has been added to all estimators. Results are highly consistent, which can be checked in consistency.ipynb notebook.

@iancovert iancovert merged commit 2cb1166 into iancovert:master Jan 7, 2023
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2 participants