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Ideally Jalview would use multithreading for the PCA calculation as it does for JAL-4618, but the PCA implementation needs refactoring to work as a multithreaded calculation.
Suggest looking at https://github.com/lessthanoptimal/ejml
Suggest looking at https://github.com/lessthanoptimal/ejml