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Python — From Basics to Advanced · NumPy — the foundation of numerical computing

ufuncs and Vector Operations

NumPy — the foundation of numerical computing

Introduction

Universal functions (ufuncs) operate element-wise: np.sin, np.exp, np.maximum. Implemented in C, they support broadcasting. Aggregation operations include sum, mean, std, dot, and einsum.