Theory of Intelligence
MATH FOR AI•Linear Algebra•Systems Of Linear Equations•3.2 Gaussian Elimination

Introduction

Augmented matrices, elementary row operations, row-echelon form, reduced row-echelon form, and back-substitution.

Introduction

Guessing and substituting works for two equations, but not for ten. Gaussian elimination is a systematic recipe that works for any linear system: simplify the equations step by step, without changing their solutions, until the answer can be read off. It is the algorithm behind np.linalg.solve.

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