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Clairvoyance_v2024.7.2

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@jolespin jolespin released this 06 Jul 18:07
· 8 commits to main since this release
  • [2024.7.6] - Using get_feature_importances from Feature-Engine instead of format_weights.
  • [2024.7.6] - Demoted ClairvoyanceBase, ClairvoyanceRegression, ClairvoyanceClassification, and ClairvoyanceRecursive to clairvoyance.legacy.
  • [2024.7.6] - Added BayesianClairvoyanceBase, BayesianClairvoyanceClassification, and BayesianClairvoyanceRegression in clairvoyance.bayesian. which use Optunafor hyperparameter tuning and ClairvoyanceRecursiveFeatureAdditionorClairvoyanceRecursiveElimination` for feature selection.
  • [2024.7.6] - Added ClairvoyanceRecursiveFeatureAddition and ClairvoyanceRecursiveElimination in clairvoyance.feature_selection which are mods of Feature-Engine classes that can handle transformations during feature selection along with some other conveniences.
  • [2024.6.14] - Changed recursive_feature_inclusion to recursive_feature_addition to be consistent with common usage.