Improve OPE functionality, logging, and multiprocessing #114
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AnastasiiaKabeshova
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pyproject.toml
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| "Dario d'Andrea <[email protected]>", | ||
| "Shahar Bar <[email protected]>", | ||
| "Jerome Carayol <[email protected]>", | ||
| "Anastasiia Kabeshova <[email protected]>", |
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| "Anastasiia Kabeshova <anastasiiak@playtika.com>", | |
| "Anastasiia Kabeshova <anastasiia.kabeshova@gmail.com>", |
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### Changes: * Add optional dependencies for xgboost and ipython * Rename `_stable_sigmoid` to `_numpy_sigmoid` for clarity * Improve dtype checks in `BaseOfflinePolicyEstimator` * Refactor multiprocessing in `OfflinePolicyEvaluator` for better resource management * Add serialization support for MAB predictions to avoid pickling issues * Enhance tests for Jupyter notebook detection
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Changes:
_stable_sigmoidto_numpy_sigmoidfor clarityBaseOfflinePolicyEstimatorOfflinePolicyEvaluatorfor better resource management