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Add remaining factorial methods and documentation #227

@SamDuffield

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@SamDuffield

In #178 we added the initial factorial API and code for gaussian methods

TODO

  • Add factorial code for discrete HMMs
  • Add factorial code for SMC
  • Add documentation for all

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