Cyclops
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Add option for `getCyclopsProfileLogLikelihood`
In long running jobs we are finding that Cyclops getCyclopsProfileLogLikelihood
runs for many hours and often produces the warning:
WARN Cyclops getCyclopsProfileLogLikelihood Coefficient drift detected. Resetting Cyclops object and recomputing all likelihood values computed so far.
It seems that this will repeat an almost identical process of failing to find the minima from an initial starting position exactly 10 times. In the tasks we're executing we don't really have the luxury of tweaking other parameters to allow this to converge. Instead, it would be good to set this to a lower parameter with a configurable option (e.g. something Cyclops.LogLikelihood.MaxRetry
).