.. -*- coding: utf-8 -*- .. _bob.pipelines: =============== Bob Pipelines =============== Easily boost your :doc:`Scikit Learn Pipelines ` with powerful features, such as: .. figure:: img/dask.png :width: 40% :align: center Scale them with Dask .. figure:: img/metadata.png :width: 40% :align: center Wrap datapoints with metadata and pass them to the `estimator.fit` and `estimator.transform` methods .. figure:: img/checkpoint.png :width: 40% :align: center Checkpoint datapoints after each step of your pipeline .. warning:: Before any investigation of this package is capable of, check the scikit learn :ref:`user guide `. Several :ref:`tutorials ` are available online. .. warning:: If you want to implement your own scikit-learn estimator, please, check it out this :doc:`link ` User Guide ========== .. toctree:: :maxdepth: 2 sample checkpoint dask xarray py_api