Tensorflow vs Numpy math functions

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Is there any real difference between the math functions performed by numpy and tensorflow. For example, exponential function, or the max function?

The only difference I noticed is that tensorflow takes input of tensors, and not numpy arrays. Is this the only difference, and no difference in the results of the function, by value?

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