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DOC update release history for v0.2.0
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ZhiningLiu1998 committed Feb 14, 2023
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Release History
***************

Version 0.1.8 (2023.02)
Version 0.2.0 (2023.02)
=========================

Enhancement:

- Add unit test for all ensemble classifiers and samplers.
- Following sklearn version >1.2, for all ensemble classifiers,

- the parameter ``base_estimator`` is renamed to ``estimator``.
- the attribute ``base_estimator_`` is renamed to ``estimator_``.
- Enable CircleCI with CodeCov report.
- Easier usage:
- the package is now imported as ``imbens``
- all samplers can be directly accessed in ``imbens.sampler``

Maintenance:

- Complement unit tests (59% -> 96% coverage).
- Set default ``k_neighbors=1`` for SMOTEBagging to prevent error in few-shot cases.
- Set default ``cluster_balance_threshold=0.1`` for KmeansSMOTEBoost to prevent error in few-shot cases.
- Add ``decision_function()`` for supported ensembles.
- Add ``decision_function()`` for supported ensemble classifiers.
- The parameter ``base_sampler`` is renamed to ``sampler``.
- The attribute ``base_sampler_`` is renamed to ``sampler_``.
- Bump supported Python version to ``3.8, 3.9, 3.10, 3.11``.
- Following sklearn version >1.2, for all ensemble classifiers,

- the parameter ``base_estimator`` is renamed to ``estimator``.
- the attribute ``base_estimator_`` is renamed to ``estimator_``.

Bug Fixes:

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