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Add offline policy evaluation module and update dependencies #59

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Add offline policy evaluation module and update dependencies #59

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Commits on Oct 28, 2024

  1. Add offline policy evaluation module and update dependencies 

     ### Changes
 * Introduced `offline_policy_evaluator.py` with classes for propensity score estimation and offline policy evaluation.
 * Introduced `offline_policy_estimator.py` with classes for offline policy estimation.
 * Updated `pyproject.toml` to include new dependencies: `bokeh` and `optuna`. Further adjusted existing dependencies to compatible versions and added python 3.12 support.
 * Changed .pre-commit-config.yaml to utilize nbstripout instead of nbdev_clean.
 * Added caching of dependencies on CI and CD.
 * Added class method to PyBanditsBaseModel on base.py to allow seeing default values for arguments that were not passed to the model.
 * Added test_offline_policy_evaluator.py and test_offline_policy_estimator.py as a test suite for the OfflinePolicyEvaluator.
 * Added `get_non_abstract_classes` and `visualize_via_bokeh` utility functions.
    @shaharbar1 @Shahar-Bar
    shaharbar1 authored and Shahar-Bar committed Oct 28, 2024
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