Definitions and properties
Tensors in Data Sciences

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Definitions and properties


Tensors in Data Sciences

Author : Pierre COMON

Publication date: November 10, 2021 | Lire en français

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1. Definitions and properties

Vectors are denoted with bold lowercase letters, e.g. x , matrices with bold uppercase letters, e.g. M , and tensors with bold calligraphic letters, e.g. T . The transposition operator of a vector or matrix will be noted T ; in the Hermitian transposition operator is H . The components of vectors, matrices and tensors in a predefined coordinate system will be scalar numbers, represented by indexed non-bold letters,...

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