Update pytest requirement from >=8.0.0 to >=9.0.3#9
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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 [pytest](https://github.com/pytest-dev/pytest) to permit the latest version. - [Release notes](https://github.com/pytest-dev/pytest/releases) - [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst) - [Commits](pytest-dev/pytest@8.0.0...9.0.3) --- updated-dependencies: - dependency-name: pytest dependency-version: 9.0.3 dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com>
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Updates the requirements on pytest to permit the latest version.
Release notes
Sourced from pytest's releases.
Commits
a7d58d7Prepare release version 9.0.3089d981Merge pull request #14366 from bluetech/revert-14193-backport8127eafRevert "Fix: assertrepr_compare respects dict insertion order (#14050) (#14193)"99a7e60Merge pull request #14363 from pytest-dev/patchback/backports/9.0.x/95d8423bd...ddee02aMerge pull request #14343 from bluetech/cve-2025-71176-simple74eac69doc: Update training info (#14298) (#14301)f92dee7Merge pull request #14267 from pytest-dev/patchback/backports/9.0.x/d6fa26c62...7ee58acMerge pull request #12378 from Pierre-Sassoulas/fix-implicit-str-concat-and-d...37da870Merge pull request #14259 from mitre88/patch-4 (#14268)c34bfa3Add explanation for string context diffs (#14257) (#14266)