Building a pipeline

See End-to-End pipeline for further details. For more flexibility and control to build pipelines, see the skrub DataOps.

tabular_pipeline	Get a simple machine-learning pipeline for tabular data.
tabular_learner	Get a simple machine-learning pipeline for tabular data.
TableVectorizer	Transform a dataframe to a numeric (vectorized) representation.
SelectCols	Select a subset of a DataFrame's columns.
DropCols	Drop a subset of a DataFrame's columns.
ApplyToCols	Map a transformer to columns in a dataframe.
ApplyToFrame	Apply a transformer to part of a dataframe.