Compared to pandas, Polars provides a more expressive syntax for creating complex data transformation pipelines. Every expression in Polars produces a new expression, and these expressions can be piped together.
Link to polars.
Comparing Join Performance: Pandas vs. Polars
Combine SQL and Python Efficiently with Ibis
Formulaic: Write Clear Feature Engineering Code
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