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WIP:Bilby nest

Colm Talbot requested to merge colm.talbot/bilby:bilby-nest into master

This is an initial attempt at adding a native Bilby nested sampler. The implementation borrows pretty heavily from other samplers, particularly cpnest and dynesty. The aim is to have a core nested sampler that we can drop different methods of drawing the samples into.

I will add some documentation...

Tests to do:

  • analytic evidences
  • posterior comparisons on CBCs
  • pp-tests on CBCs

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