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AI & Machine Learning · Intermediate

cuDF

A RAPIDS GPU DataFrame library with a pandas-like API for loading, joining, aggregating and filtering data.

Definition

cuDF performs DataFrame operations on GPUs for large speedups; cudf.pandas mode falls back to CPU pandas for unsupported operations automatically.

Exam tip

cudf.pandas accelerates existing pandas code without rewriting it.

Related terms