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lines changed Original file line number Diff line number Diff line change 11Release History
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4- Version 0.1.8 (2023.02)
4+ Version 0.2.0 (2023.02)
55=========================
66
77Enhancement:
88
9- - Add unit test for all ensemble classifiers and samplers .
10- - Following sklearn version >1.2, for all ensemble classifiers,
11-
12- - the parameter `` base_estimator `` is renamed to `` estimator ``.
13- - the attribute `` base_estimator_ `` is renamed to `` estimator_ ``.
9+ - Enable CircleCI with CodeCov report .
10+ - Easier usage:
11+
12+ - the package is now imported as `` imbens ``
13+ - all samplers can be directly accessed in `` imbens.sampler ``
1414
1515Maintenance:
1616
17+ - Complement unit tests (59% -> 96% coverage).
1718- Set default ``k_neighbors=1 `` for SMOTEBagging to prevent error in few-shot cases.
1819- Set default ``cluster_balance_threshold=0.1 `` for KmeansSMOTEBoost to prevent error in few-shot cases.
19- - Add ``decision_function() `` for supported ensembles .
20+ - Add ``decision_function() `` for supported ensemble classifiers .
2021- The parameter ``base_sampler `` is renamed to ``sampler ``.
2122- The attribute ``base_sampler_ `` is renamed to ``sampler_ ``.
2223- Bump supported Python version to ``3.8, 3.9, 3.10, 3.11 ``.
24+ - Following sklearn version >1.2, for all ensemble classifiers,
25+
26+ - the parameter ``base_estimator `` is renamed to ``estimator ``.
27+ - the attribute ``base_estimator_ `` is renamed to ``estimator_ ``.
2328
2429Bug Fixes:
2530
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