Hyperparameters tuning and feature selection
built by guoguo
completed Thu, 29 Oct 2026 13:53:21 UTC
Description
scikit-learn models hyperparameters tuning and feature selection, using
evolutionary algorithms.
This is meant to be an alternative to popular methods inside
scikit-learn such as Grid Search and Randomized Grid Search for
hyperparameters tuning, and from RFE (Recursive Feature Elimination),
Select From Model for feature selection.
Sklearn-genetic-opt uses evolutionary algorithms from the DEAP
(Distributed Evolutionary Algorithms in Python) package to choose the
set of hyperparameters that optimizes (max or min) the cross-validation
scores, it can be used for both regression and classification problems.
Documentation: https://sklearn-genetic-opt.readthedocs.io/
RPMs
No RPMs
Changelog
* Fri Sep 19 2025 Python Maint <python-maint@redhat.com> - 0.11.1-16 - Rebuilt for Python 3.14.0rc3 bytecode * Fri Aug 15 2025 Python Maint <python-maint@redhat.com> - 0.11.1-15 - Rebuilt for Python 3.14.0rc2 bytecode * Fri Jul 25 2025 Fedora Release Engineering <releng@fedoraproject.org> - 0.11.1-14 - Rebuilt for https://fedoraproject.org/wiki/Fedora_43_Mass_Rebuild * Tue Jun 03 2025 Python Maint <python-maint@redhat.com> - 0.11.1-13 - Rebuilt for Python 3.14 * Fri Jan 24 2025 Benjamin A. Beasley <code@musicinmybrain.net> - 0.11.1-12 - F42+: Patch two tests for scikit-learn 1.6 (close RHBZ#2341214) * Fri Jan 24 2025 Benjamin A. Beasley <code@musicinmybrain.net> - 0.11.1-11 - F42+: Patch two tests for scikit-learn 1.6 (close RHBZ#2341214) * Sat Jan 18 2025 Fedora Release Engineering <releng@fedoraproject.org> - 0.11.1-10 - Rebuilt for https://fedoraproject.org/wiki/Fedora_42_Mass_Rebuild * Sat Sep 28 2024 Sandro <devel@penguinpee.nl> - 0.11.1-9 - Verify License: field is SPDX compliant * Tue Sep 17 2024 Sandro <devel@penguinpee.nl> - 0.11.1-8 - Drop doc sub package * Tue Sep 17 2024 Sandro <devel@penguinpee.nl> - 0.11.1-7 - Fix test exclusion syntax - Run import check when building without tests * Tue Sep 17 2024 Sandro <devel@penguinpee.nl> - 0.11.1-6 - Provide seaborn extra * Tue Sep 17 2024 Sandro <devel@penguinpee.nl> - 0.11.1-5 - Add BRs to base package * Tue Sep 17 2024 Sandro <devel@penguinpee.nl> - 0.11.1-4 - Drop ExcludeArch * Tue Sep 17 2024 Sandro <devel@penguinpee.nl> - 0.11.1-3 - Update description and reformat * Tue Sep 17 2024 Sandro <devel@penguinpee.nl> - 0.11.1-2 - Group forge macros and use them throughout * Tue Sep 17 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.11.1-1 - Update to 0.11.1 (close RHBZ#2312041) * Tue Sep 17 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.10.1-11 - Assert that .dist-info contains a license file * Fri Jul 19 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.10.1-9 - Rebuilt for https://fedoraproject.org/wiki/Fedora_41_Mass_Rebuild * Sun Jun 09 2024 Python Maint <python-maint@redhat.com> - 0.10.1-8 - Rebuilt for Python 3.13 * Fri Jan 26 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.10.1-7 - Rebuilt for https://fedoraproject.org/wiki/Fedora_40_Mass_Rebuild * Mon Jan 22 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.10.1-6 - Rebuilt for https://fedoraproject.org/wiki/Fedora_40_Mass_Rebuild * Tue Sep 26 2023 Sandro <devel@penguinpee.nl> - 0.10.1-5 - Disable failing tests for now