Examples

Getting Started

Getting Started

Encoding: from a dataframe to a numerical matrix for machine learning

Encoding: from a dataframe to a numerical matrix for machine learning

Various string encoders: a sentiment analysis example

Various string encoders: a sentiment analysis example

Handling datetime features with the DatetimeEncoder

Handling datetime features with the DatetimeEncoder

Fuzzy joining dirty tables with the Joiner

Fuzzy joining dirty tables with the Joiner

Deduplicating misspelled categories

Deduplicating misspelled categories

Wikipedia embeddings to enrich the data

Wikipedia embeddings to enrich the data

Spatial join for flight data: Joining across multiple columns

Spatial join for flight data: Joining across multiple columns

AggJoiner on a credit fraud dataset

AggJoiner on a credit fraud dataset

Interpolation join: infer missing rows when joining two tables

Interpolation join: infer missing rows when joining two tables

Skrub expressions

Building complex tabular pipelines

Building complex tabular pipelines

Tuning pipelines

Tuning pipelines

Subsampling for faster development

Subsampling for faster development