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Improved sampling

Daniel Wysocki requested to merge improved-sampling into master

Added ability to rescale proposal distribution for specified hyperparameter dimensions (currently supports log-scale) in order to improve sampling. Also added rolling average overlay to chain plots to help identify non-converged chains visually.

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