Categories

AI 기술

Dec 17, 2025

The Real Relationship Between NumPy and PyTorch in Deep‑Learning Code—and How to Learn Them in the Right Order

This guide clarifies the relationship between NumPy and PyTorch for deep‑learning developers. NumPy handles CPU‑based numerical work, data preprocessing, and visualization, while PyTorch provides GPU tensor operations with automatic differentiation. Understanding their memory sharing and conversion methods enables efficient, real‑world workflows.