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dgpsi v2.3.0

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@mingdeyu mingdeyu released this 03 Sep 01:03
· 31 commits to master since this release

New features

  • One can now update input and output of gp and dgp classes via update_xy() method by resetting the hyperparameter values and latent layers through the reset argument.
  • ALM and MICE now can be used to locate next design points for DGP emulators with likelihood layers via metric() or pmetric() methods of the emulator class.
  • VIGF criterion is added to metric() and pmetric() methods of gp and emulator classes to locate next design points for GP and DGP emulators.

Changes

  • Various bug fixes and code improvements.