Shirokumas

A set of scikit-learn style transformers for Polars. The transformers have the following property:

• Support for polars DataFrame as an input and output

• Can explicitly configure which columns will be encoded

Note

“shirokuma” means polar bear in Japanese.

Contents:

• Installation
• Tutorial
  • OrdinalEncoder
  • OneHotEncoder
  • MultiLabelBinarizer
  • CountEncoder
  • NullEncoder
  • TargetEncoder
  • AggregateEncoder
• API Reference