cuDF can now be used as a no-code-change accelerator for pandas
RAPIDS cuDF Instantly Accelerates pandas up to 50x on Google Colab | NVIDIA Technical Blog
At Google I/O’24, Laurence Moroney, head of AI Advocacy at Google, announced that RAPIDS cuDF is now integrated into Google Colab. Developers can now instantly accelerate pandas code up to 50x on…
https://developer.nvidia.com/blog/rapids-cudf-instantly-accelerates-pandas-up-to-50x-on-google-colab/?ncid=so-link-767320&=&linkId=100000261128767

3 pandas Workflows That Slowed to a Crawl on Large Datasets—Until We Turned on GPUs | NVIDIA Technical Blog
If you work with pandas, you’ve probably hit the wall. It’s that moment when your trusty workflow, so elegant on smaller datasets, grinds to a halt on a large one. A script that once took seconds now…
https://developer.nvidia.com/blog/3-pandas-workflows-that-slowed-to-a-crawl-on-large-datasets-until-we-turned-on-gpus/


Seonglae Cho