ogrisel's utility extensions for scikit-learn

This library is experimental:

• the API will break,
• stuff might go away without notice,
• the documentation is lacking or inexistant,
• test coverage will be very low or inexistant,
• I don't intend to do any release.

I plan to rework this codebase a lot and dump ad-hoc code here. Hence tests, doc and consistent API are not (yet) the focus.

The license is MIT.

Useful stuff from this lib might hand up upstream in scikit-learn at some point or never.

Currently features:

• dataset visualization utilities:

  • PCA + scatter plot
  • gallery of pictures

• bootstrapped scores

• plotting learning curves

You might also be interested in:

• nolearn: Daniel Nouri's utility extensions for scikit-learn.

• pyrallel: IPython.parallel tools for scikit-learn (experimental).

• hyperopt: Advanced hyper parameter search for scikit-learn.

• sklearn-pandas: Tooling to bridge pandas DataFrames with sklearn's pipelines and cross-validation tool.