ogrisel's utility extensions for scikit-learn
MIT License
ogrisel's utility extensions for scikit-learn
This library is experimental:
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:
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 DataFrame
s with sklearn
's pipelines and cross-validation tool.