NVIDIA RAPIDS cuDF Pandas - Large Data Preprocessing with cuDF pandas accelerator mode
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 now provides a pandas accelerator mode (cudf.pandas), allowing you to bring accelerated computing to your pandas workflows without requiring any code change.
Note: You should pronounce cuDF As Cu-DF
You can check the blog : https://nvda.ws/46Lzy40
Check out the code: https://colab.research.google.com/git...