matrix, vector and tensor operators

1. matrix multiplication

AB=C A B = C

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ref:
Matrix multiplication - Wikipedia
https://en.wikipedia.org/wiki/Matrix_multiplication

2. inner product (dot product)

Algebraic definition

ab=i=1naibi a ⋅ b = ∑ i = 1 n a i b i

这里写图片描述
ref:
Dot product - Wikipedia
https://en.wikipedia.org/wiki/Dot_product

3. outer product

uv=uvT u ⊗ v = u v T

这里写图片描述
ref:
Outer product - Wikipedia
https://en.wikipedia.org/wiki/Outer_product

4. Hadamard product (matrices)

这里写图片描述
ref:
Hadamard product (matrices) - Wikipedia
https://en.wikipedia.org/wiki/Hadamard_product_(matrices)

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ref:
List of mathematical symbols by subject - Wikipedia
https://en.wikipedia.org/wiki/List_of_mathematical_symbols_by_subject
Multilinear algebra - Wikipedia
https://en.wikipedia.org/wiki/Multilinear_algebra

posted on 2018-07-26 11:51  yusisc  阅读(21)  评论(0编辑  收藏  举报

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