AdvancedHMC.jl
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Tempering during adaption is unstable
We need to disable tempering during adaption. How? Possible options
- Force to use normal leapfrog during adapation.
- This is not generic as we may introduce other integrator in the future which can acutally be used during adaption
- But this would be easy to implment for now
- amend
TemperedLeapfrogto have a flag which indicates if it's in adpation phase
- We need to set and re-set this flag before and after adaption
- Any other proposal?
Force to use normal leapfrog during adapation.
I think we can always use normal leapfrog during adaption for now. I'm happy to change this to an alternative, improved option in the future.