# Vectors Matrices Tensors Whats The Difference

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Vector and posted on October 18th, 2018.

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Tensors are mostly described as n-dimensional arrays (not vectors but computer science arrays) where the . Some basic matrix and vector math Matrices are very computationally efficient so theyre used in computer games and of course machine learning.A tensor can be covariant in one dimension and contravariant in another but thats a tale for another day. And now you know the difference between a matrix and a tensor.Of course another difference between matrices and tensors is that matrices are by definition two-index objects while tensors can have any rank.

Jul 21 2005 A matrix that satisfys certain tranform rules can be thought of as representing a tensor of rank 2. Tensors can have rank 01234 Thus scalars and vectors are tensors Scalars Vectors Matrices and Tensors - Linear Algebra for Deep Learning (Part 1) By QuantStart Team Back in March we ran a content survey and found that many of you were interested in a refresher course for the key mathematical topics needed to understand deep learning and quant finance in general.Feb 03 2012 While tensors can be represented in the form of a matrix that does not mean that they are matrices and it most certainly does not mean that any old matrix is a tensor. Tensors are things that transform per a very strict set of rules.

Tensors are simply arrays of numbers or functions that transform according to certain rules under a change of coordinates. Scalars and vectors are tensors of order 0 and 1 respectively.

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## Vectors Matrices Tensors Whats The Difference

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## Difference Between Vectors And Scalars

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