Theory of Intelligence
MATH FOR AI•Linear Algebra•Angles And Orthogonality•7.1 Angles

Introduction

Measuring the angle between vectors with an inner product, and cosine similarity.

Introduction

How similar are two documents, two users, two images? In ML we usually answer by measuring the angle between their vectors: a small angle means "pointing the same way" regardless of length. This topic defines angles with inner products and introduces cosine similarity, the workhorse of search and recommendation.

Discuss theoretical concepts, mathematical formulas, and architectural foundations.

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