Examples

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

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

Feature interpretation with the GapEncoder

Feature interpretation with the GapEncoder

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

Self-aggregation on MovieLens

Self-aggregation on MovieLens

Interpolation join: infer missing rows when joining two tables

Interpolation join: infer missing rows when joining two tables