# Examples for scikit-learn Autologging

| File                                           | Description                                         |
| :--------------------------------------------- | :-------------------------------------------------- |
| [linear_regression.py](./linear_regression.py) | Train a [LinearRegression][lr] model                |
| [pipeline.py](./pipeline.py)                   | Train a [Pipeline][pipe] model                      |
| [grid_search_cv.py](./grid_search_cv.py)       | Perform a parameter search using [GridSearchCV][gs] |

[lr]: https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html
[pipe]: https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html
[gs]: https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html