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Improving Speed x1.5
You can even more improve execution speed by passing compute_log_likelihood=False flag when initializing KalmanFilter line 85.
This improve speed x1.5.
Great find! I'll add this to my dev branch which I should hope to merge soon.
I think this will not work with filterpy 1.4.5 and was fixed/changed here.