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Release History
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- Version 0.1.8 (2023.02)
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+ Version 0.2.0 (2023.02)
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=========================
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Enhancement:
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- - Add unit test for all ensemble classifiers and samplers .
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- - Following sklearn version >1.2, for all ensemble classifiers,
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- - the parameter `` base_estimator `` is renamed to `` estimator ``.
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- - the attribute `` base_estimator_ `` is renamed to `` estimator_ ``.
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+ - Enable CircleCI with CodeCov report .
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+ - Easier usage:
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+ - the package is now imported as `` imbens ``
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+ - all samplers can be directly accessed in `` imbens.sampler ``
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Maintenance:
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+ - Complement unit tests (59% -> 96% coverage).
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- Set default ``k_neighbors=1 `` for SMOTEBagging to prevent error in few-shot cases.
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- Set default ``cluster_balance_threshold=0.1 `` for KmeansSMOTEBoost to prevent error in few-shot cases.
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- - Add ``decision_function() `` for supported ensembles .
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+ - Add ``decision_function() `` for supported ensemble classifiers .
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- The parameter ``base_sampler `` is renamed to ``sampler ``.
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- The attribute ``base_sampler_ `` is renamed to ``sampler_ ``.
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- Bump supported Python version to ``3.8, 3.9, 3.10, 3.11 ``.
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+ - Following sklearn version >1.2, for all ensemble classifiers,
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+ - the parameter ``base_estimator `` is renamed to ``estimator ``.
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+ - the attribute ``base_estimator_ `` is renamed to ``estimator_ ``.
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Bug Fixes:
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