swiftemulator.mean_models package

Mean models, usually used to create a basic parametrisation of the space to enable the GPE to more efficiently model residuals.

Submodules

• swiftemulator.mean_models.base module
  • MeanModel
    • MeanModel.train()
    • MeanModel.predict()
    • MeanModel.george_model
    • MeanModel.copy()
• swiftemulator.mean_models.linear module
  • LinearMeanModel
    • LinearMeanModel.lasso_model_alpha
    • LinearMeanModel.model
    • LinearMeanModel.train()
    • LinearMeanModel.predict()
• swiftemulator.mean_models.offset module
  • OffsetMeanModel
    • OffsetMeanModel.model
    • OffsetMeanModel.train()
    • OffsetMeanModel.predict()
• swiftemulator.mean_models.polynomial module
  • PolynomialMeanModel
    • PolynomialMeanModel.degree
    • PolynomialMeanModel.model
    • PolynomialMeanModel.train()
    • PolynomialMeanModel.predict()