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Long runtimes from MCMC (+ some quality of life / bugs) - #9

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Zstone19 wants to merge 3 commits into
FergusDonnan:mainfrom
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Long runtimes from MCMC (+ some quality of life / bugs)#9
Zstone19 wants to merge 3 commits into
FergusDonnan:mainfrom
Zstone19:main

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Without an upper limit on Δ_i when delay_dist=True, the MCMC can cause it to blow up and increase runtimes significantly. I put in a generous upper limit of 5x(temporal baseline) on Δ_i.

I also added an nthreads parameter, which allows the user to specify the number of threads used for the MCMC.

Small bug in establishing the model time array t fixed.

…lay_dist=True of [0, baseline*5], where baseline is the maximum of the reference+line baselines. Improves performance significantly when delta_i cannot blow up.
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