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Analytic Pf2

Attempting analytical PARAFAC solving for more accurate PARAFAC2 fitting.

Initially, this is an attempt to translate the SECSI solver to Python.

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Attempting analytical PARAFAC solving for more accurate PARAFAC2 fitting.

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