eli5 – What are tensor flows in machine learning?

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I’m new to machine learning theory and I’d like to cover some ground. The first thing that got my attention was this.

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Tensor flow is a tool set. An actual tensor is a mathematical object that describes relationships between other mathematical objects.

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