Alibaba Cloud Developer

Apr 16, 2020 · Artificial Intelligence

How Mars Supercharges Numpy, Pandas, and Scikit‑Learn with Parallel and GPU Acceleration

This article explains how the Mars framework enables parallel and distributed execution of core Python data‑science libraries—Numpy, Pandas, and Scikit‑Learn—while integrating with RAPIDS for GPU acceleration, and demonstrates its performance advantages through code examples and benchmark results.