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Netcdf prediction

Chris Jewell requested to merge netcdf_prediction into master

Pipeline prediction stages (insample7, insample14, medium_term, next_generation_matrix) that previously dumped xarrays to disc as Python pickle files now dump as NetCDF4.

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