Pipelines and composite estimators#

Examples of how to compose transformers and pipelines from other estimators. See the User Guide.

Column Transformer with Heterogeneous Data Sources

Column Transformer with Heterogeneous Data Sources

Column Transformer with Mixed Types

Column Transformer with Mixed Types

Concatenating multiple feature extraction methods

Concatenating multiple feature extraction methods

Effect of transforming the targets in regression model

Effect of transforming the targets in regression model

Pipelining: chaining a PCA and a logistic regression

Pipelining: chaining a PCA and a logistic regression

Selecting dimensionality reduction with Pipeline and GridSearchCV

Selecting dimensionality reduction with Pipeline and GridSearchCV