1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
|
.. _changes_0_10:
Version 0.10.1
==============
**December 28, 2022**
Changelog
---------
Bug fixes
.........
- Fix a regression in over-sampler where the string `minority` was rejected as
an unvalid sampling strategy.
:pr:`964` by :user:`Prakhyath Bhandary <Prakhyath07>`.
Version 0.10.0
==============
**December 9, 2022**
Changelog
---------
Bug fixes
.........
- Make sure that :class:`~imblearn.utils._docstring.Substitution` is
working with `python -OO` that replace `__doc__` by `None`.
:pr:`953` bu :user:`Guillaume Lemaitre <glemaitre>`.
Compatibility
.............
- Maintenance release for be compatible with scikit-learn >= 1.0.2.
:pr:`946`, :pr:`947`, :pr:`949` by :user:`Guillaume Lemaitre <glemaitre>`.
- Add support for automatic parameters validation as in scikit-learn >= 1.2.
:pr:`955` by :user:`Guillaume Lemaitre <glemaitre>`.
- Add support for `feature_names_in_` as well as `get_feature_names_out` for
all samplers.
:pr:`959` by :user:`Guillaume Lemaitre <glemaitre>`.
Deprecation
...........
- The parameter `n_jobs` has been deprecated from the classes
:class:`~imblearn.over_sampling.ADASYN`,
:class:`~imblearn.over_sampling.BorderlineSMOTE`,
:class:`~imblearn.over_sampling.SMOTE`,
:class:`~imblearn.over_sampling.SMOTENC`,
:class:`~imblearn.over_sampling.SMOTEN`, and
:class:`~imblearn.over_sampling.SVMSMOTE`. Instead, pass a nearest neighbors
estimator where `n_jobs` is set.
:pr:`887` by :user:`Guillaume Lemaitre <glemaitre>`.
- The parameter `base_estimator` is deprecated and will be removed in version
0.12. It is impacted the following classes:
:class:`~imblearn.ensemble.BalancedBaggingClassifier`,
:class:`~imblearn.ensemble.EasyEnsembleClassifier`,
:class:`~imblearn.ensemble.RUSBoostClassifier`.
:pr:`946` by :user:`Guillaume Lemaitre <glemaitre>`.
Enhancements
............
- Add support to accept compatible `NearestNeighbors` objects by only
duck-typing. For instance, it allows to accept cuML instances.
:pr:`858` by :user:`NV-jpt <NV-jpt>` and
:user:`Guillaume Lemaitre <glemaitre>`.
|
