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benchmark functions #4

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@caglayantuna

We are working on some benchmark functions which use tlviz functions for visualization and print processing time, errors for quantitative analysis. With these functions, users can input their own function to compare it with the methods in Tensorly. We thought that adding these benchmarks to tlviz would be better since we use some external libraries such as xarray.

You can find these functions here. If you find this interesting, please let me know, then I can work on a PR.

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