NVIDIA cuDF Accelerates pandas Nearly 150x with Zero Code Changes

cuDF is a Python GPU DataFrame library (built on the Apache Arrow columnar memory format) for loading, joining, aggregating, filtering, and otherwise manipulating tabular data using a DataFrame style API in the style of pandas.

cuDF includes a pandas accelerator mode (cudf.pandas), enabling you to accelerate your pandas workflows without requiring any code change.

🌎 Live Demo: https://colab.research.google.com/github/rapidsai-community/showcase/blob/main/getting_started_tutorials/cudf_pandas_stocks_demo.ipynb


#engineering #coding #cuda #nvidia #pandas