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Resolves #266 and improve saved log likelihoods and priors
For the emcee, ptemcee and cpnest samplers. Adds the log_likelihood
and log_prior per sample to the posterior (for CPNest this was already
there, but was named differently).
For all other samplers, the log_prior is calculated after the run
based on the samples.
Modified the prior.PriorDict.ln_prob method to include an axis
argument
