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Add classes to wrap output of algorithms
Change MCMC and SMC to output MCMCOutput and SMCOutput respectively
Gather particles (and weights) prior to contructing SMCOutput block
Compare samples and weights for equality Needed for unit/regression testing
If values not given, assume equal weights
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Fix #52 .
I've also simplified the gathering of outputs on MPI by doing a "gather" before returning the samples (in the form of SMCOutput). This also has the benefit of abstracting the MPI-gathering of samples away from the user.
This can be disabled by setting
gather_all=Falsewhen calling the sampler: