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devv0.24.0 (latest)v0.23.0v0.22.2v0.22.1v0.22.0v0.21.10.21.00.20.00.19.00.18.10.18.0
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devv0.24.0 (latest)v0.23.0v0.22.2v0.22.1v0.22.0v0.21.10.21.00.20.00.19.00.18.10.18.0
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Section Navigation

  • Potential Fields
  • Electromagnetics
  • Fluid Flow
  • Seismic
  • Base SimPEG Classes (simpeg)
  • Regularization (simpeg.regularization)
    • simpeg.regularization.WeightedLeastSquares
    • simpeg.regularization.Smallness
    • simpeg.regularization.SmoothnessFirstOrder
    • simpeg.regularization.SmoothnessSecondOrder
    • simpeg.regularization.SmoothnessFullGradient
    • simpeg.regularization.Sparse
    • simpeg.regularization.SparseSmallness
    • simpeg.regularization.SparseSmoothness
    • simpeg.regularization.CrossReferenceRegularization
    • simpeg.regularization.VectorAmplitude
    • simpeg.regularization.AmplitudeSmallness
    • simpeg.regularization.AmplitudeSmoothnessFirstOrder
    • simpeg.regularization.CrossGradient
    • simpeg.regularization.JointTotalVariation
    • simpeg.regularization.PGI
      • simpeg.regularization.PGI.W
      • simpeg.regularization.PGI.alpha_pgi
      • simpeg.regularization.PGI.gmm
      • simpeg.regularization.PGI.maplist
      • simpeg.regularization.PGI.mapping
      • simpeg.regularization.PGI.mref
      • simpeg.regularization.PGI.multipliers
      • simpeg.regularization.PGI.nP
      • simpeg.regularization.PGI.reference_model
      • simpeg.regularization.PGI.reference_model_in_smooth
      • simpeg.regularization.PGI.regularization_mesh
      • simpeg.regularization.PGI.wiresmap
      • simpeg.regularization.PGI.__call__
      • simpeg.regularization.PGI.compute_quasi_geology_model
      • simpeg.regularization.PGI.deriv
      • simpeg.regularization.PGI.deriv2
      • simpeg.regularization.PGI.get_functions_of_type
      • simpeg.regularization.PGI.membership
      • simpeg.regularization.PGI.test
    • simpeg.regularization.PGIsmallness
    • simpeg.regularization.LinearCorrespondence
    • simpeg.regularization.RegularizationMesh
    • simpeg.regularization.BaseRegularization
    • simpeg.regularization.BaseSimilarityMeasure
    • simpeg.regularization.BaseSparse
    • simpeg.regularization.BaseVectorRegularization
    • simpeg.regularization.BaseAmplitude
  • Directives (simpeg.directives)
  • Utility Classes and Functions (simpeg.utils)
  • Meta SimPEG Classes (simpeg.meta)
  • Typing (simpeg.typing)
  • API Reference
  • Regularization (simpeg.regularization)
  • simpeg.regularization.PGI
  • simpeg.regularization.PGI.gmm

simpeg.regularization.PGI.gmm#

property PGI.gmm#

Gaussian mixture model.

If set prior to inversion, the Gaussian mixture model can be left static throughout the inversion, or updated using the directives.PGI_UpdateParameters directive. If this property is not set prior to inversion, the directives.PGI_UpdateParameters directive must be used to ensure there is a Gaussian mixture model for the inversion.

Returns:
None, simpeg.utils.WeightedGaussianMixture

Gaussian mixture model.

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