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#shape
1 articles
01
2026-08-26
·
Linear Algebra
·
FREE
·
10 min read
Tensors and Shape Manipulation — If You Can Read einsum, You Can Read Papers
The Σ_j A_ij B_jk in the paper and the x.transpose(1,2) in the code say the same thing, and einsum is the bridge between them. Three tools — axes, broadcasting, contraction — are enough to write attention in a single line.