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Adds a simple check-point plot option to see progress

Gregory Ashton requested to merge add-checkpoint-plot into master

Adding check_point_plot=True to run_sampler, on each check-point save, we generate a trace plot.

This will be useful for long-running jobs to see how the sampler is progressing. Here is an example of a partially complete run on Gaussian noise

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