https://rapids.ai/cudf-pandas/

150x Faster Pandas using NVidia

18 Jan 2024 Coding Digital analytics 516

Believe it or not NVIDIA is making Pandas 150x faster without source code changes.

What you need to do?

%load_ext cudf.pandas
import pandas as pd

Their RAPIDS library will automatically know if you’re running on GPU or CPU and speed up your processing.

You can try it here: https://colab.research.google.com/drive/12tCzP94zFG2BRduACucn5Q_OcX1TUKY3

Github Repo (7K stars): https://github.com/rapidsai/cudf

UPDATE:  It is now integrated directly in Google Colab! 🤩

Panagiotis

Written By

Panagiotis (pronounced Panayotis) is a passionate G(r)eek with experience in digital analytics projects and website implementation. Fan of clear and effective processes, automation of tasks and problem-solving technical hacks. Hands-on experience with projects ranging from small to enterprise-level companies, starting from the communication with the customers and ending with the transformation of business requirements to the final deliverable.