-------------------------------------------------------------------------------- Fedora Update Notification FEDORA-2024-c8bc4c7871 2024-09-26 00:16:52.786445 -------------------------------------------------------------------------------- Name : python-sklearn-genetic-opt Product : Fedora 41 Version : 0.11.1 Release : 1.fc41 URL : https://github.com/rodrigo-arenas/Sklearn-genetic-opt Summary : Hyperparameters tuning and feature selection 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 hyperparameteres tuning, and from RFE, Select From Model for feature selection. Sklearn-genetic-opt uses evolutionary algorithms from the DEAP 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. -------------------------------------------------------------------------------- Update Information: What's new in 0.11.1 Bug Fixes: Fixed a bug that would generate AttributeError: 'GASearchCV' object has no attribute 'creator' What's new in 0.11.0 Features: Added a parameter use_cache, which defaults to True. When enabled, the algorithm will skip re-evaluating solutions that have already been evaluated, retrieving the performance metrics from the cache instead. If use_cache is set to False, the algorithm will always re-evaluate solutions, even if they have been seen before, to obtain fresh performance metrics. Add a parameter in GAFeatureSelectionCV named warm_start_configs, defaults to None, a list of predefined hyperparameter configurations to seed the initial population. Each element in the list is a dictionary where the keys are the names of the hyperparameters, and the values are the corresponding hyperparameter values to be used for the individual. -------------------------------------------------------------------------------- ChangeLog: * Tue Sep 17 2024 Benjamin A. Beasley <code@xxxxxxxxxxxxxxxxxx> - 0.11.1-1 - Update to 0.11.1 (close RHBZ#2312041) * Tue Sep 17 2024 Benjamin A. Beasley <code@xxxxxxxxxxxxxxxxxx> - 0.10.1-11 - Assert that .dist-info contains a license file -------------------------------------------------------------------------------- References: [ 1 ] Bug #2312041 - python-sklearn-genetic-opt-0.11.1 is available https://bugzilla.redhat.com/show_bug.cgi?id=2312041 -------------------------------------------------------------------------------- This update can be installed with the "dnf" update program. Use su -c 'dnf upgrade --advisory FEDORA-2024-c8bc4c7871' at the command line. For more information, refer to the dnf documentation available at http://dnf.readthedocs.io/en/latest/command_ref.html#upgrade-command-label All packages are signed with the Fedora Project GPG key. More details on the GPG keys used by the Fedora Project can be found at https://fedoraproject.org/keys -------------------------------------------------------------------------------- -- _______________________________________________ package-announce mailing list -- package-announce@xxxxxxxxxxxxxxxxxxxxxxx To unsubscribe send an email to package-announce-leave@xxxxxxxxxxxxxxxxxxxxxxx Fedora Code of Conduct: https://docs.fedoraproject.org/en-US/project/code-of-conduct/ List Guidelines: https://fedoraproject.org/wiki/Mailing_list_guidelines List Archives: https://lists.fedoraproject.org/archives/list/package-announce@xxxxxxxxxxxxxxxxxxxxxxx Do not reply to spam, report it: https://pagure.io/fedora-infrastructure/new_issue
