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Use real world invalid correlation matrices for testing #28

@adknudson

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@adknudson

There is a small collection of real-world invalid correlation matrices that can be used for testing purposes found here:
https://github.com/higham/matrices-correlation-invalid

We should write unit tests that check that each algorithm can produce a valid correlation matrix from the test cases using default (autotuned) parameters for both F32 and F64 data.

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