Update scikit-learn requirement from >=1.5.0 to >=1.8.0#7
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Update scikit-learn requirement from >=1.5.0 to >=1.8.0#7dependabot[bot] wants to merge 20 commits into
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- Add GitHub Actions workflow for automated testing on Python 3.10-3.12 - Add shields.io badges for Python version, test count, tech stack, and license
Moved scaling from preprocessor to model trainer so the scaler is fitted only on training data and then applied to test data, preventing data leakage.
Define parameter grids for all candidate models (classification and regression). Add _tune_candidates() method that runs GridSearchCV on each model before the cross-validation comparison. Best parameters are stored in TrainingResult for reporting. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Pass tune parameter from CLI to orchestrator to model trainer. Shows tuning status in pipeline output. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
7 new tests: tuned classification/regression, best_params returned, four models compared after tuning, best score matches, param grids exist, default not tuned. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add hyperparameter tuning with GridSearchCV
Support time series forecasting models
Data analysis pipeline, model comparison, and evaluation results captured with the bundled Customer Churn sample dataset.
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- Pin pandas<3 and numpy<3 to avoid breaking-API surprises on hosted resolves where pip pulls the latest major - Add openpyxl so Excel uploads (xlsx) work out of the box without relying on a transitive dep - Reserve a live-demo placeholder in the README
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Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version. - [Release notes](https://github.com/scikit-learn/scikit-learn/releases) - [Commits](scikit-learn/scikit-learn@1.5.0...1.8.0) --- updated-dependencies: - dependency-name: scikit-learn dependency-version: 1.8.0 dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com>
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Updates the requirements on scikit-learn to permit the latest version.
Release notes
Sourced from scikit-learn's releases.
Commits
646da0f[cd build]4f4f283Generate changelog967dcdeSet versioncb1424bDOC Release highlights for 1.8 (#32809)5645b27🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#32859)6b9fb11🔒 🤖 CI Update lock files for free-threaded CI build(s) 🔒 :rob...a0f6d88🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 ...c1de8fcFIX Makeget_namespacehandle pandas dataframe input (#32838)764249aFix_safe_indexingwith non integer arrays on array API inputs (#32840)eca5e0aFIX Add new default max_samples=None in Bagging estimators (#32825)