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Further GP Improvements #814

@AdrianSosic

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@AdrianSosic
  • Standardizer factory attribute (e.g. for multitask stratification)
  • Normalizer factory attribute
  • Make optimizer configurable
  • Enable serialization of gpytorch GP components
  • Add preset Setting attribute

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