Scikit-activeml

Latest version: v0.5.2

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0.3.0

We are happy to announce the following changes/features:

- Added pool-based query strategies for regression
- Fixed bug in vote entropy for query-by-committee
- Improved documentation

0.2.5

We are happy to announce the following changes/features:

- Added an alternative kernel frequency estimation option for StreamProbabilisticAL

0.2.4

We are happy to announce the following changes/features:

- Implementation of Discriminative Active Learning as a new pool-based query strategy
- Implementation of a new classifier wrapper to enable learning with sliding windows

0.2.3

We are happy to announce the following changes/features:

- Bugfix of import error in `EpistemicUncertaintySampling` due to `scikit-learn` update
- Improved compatibility for `scikit-learn` with version >= 1.1
- Include unit tests to check compatibility with old dependencies
- Improved compatibility for Python 3.10
- Automatic limitations to future package updates in `requirements.txt`

0.2.2

We are happy to announce the following changes/features:
- Adding QUIRE to the pool sub package
- Restructuring code with black

0.2.1

We are happy to announce the following changes/features:

- EER now supports: `substract_current`
- Bug fix: Voi now also working for one unlabeled instance
- Release Process Improvement: Version number is now automatically set when a new release is drafted

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