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bayesvalidrox 1.0.0 documentation
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  • TUTORIAL
  • EXAMPLES
    • Analytical function
    • Beam
    • Borehole
    • Ishigami
    • Model comparison
    • OHagan-function
    • Pollution
  • PACKAGE DESCRIPTION
    • Priors, input space and experimental design
    • Training surrogate models
    • Postprocessing, Bayesian inference and Bayesian model comparison
  • API
    • bayesvalidrox
      • bayesvalidrox.bayes_inference
        • bayesvalidrox.bayes_inference.bayes_inference
          • bayesvalidrox.bayes_inference.bayes_inference.BayesInference
        • bayesvalidrox.bayes_inference.bayes_model_comparison
          • bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison
        • bayesvalidrox.bayes_inference.discrepancy
          • bayesvalidrox.bayes_inference.discrepancy.Discrepancy
        • bayesvalidrox.bayes_inference.mcmc
          • bayesvalidrox.bayes_inference.mcmc.gelman_rubin
          • bayesvalidrox.bayes_inference.mcmc.MCMC
      • bayesvalidrox.post_processing
        • bayesvalidrox.post_processing.post_processing
          • bayesvalidrox.post_processing.post_processing.PostProcessing
      • bayesvalidrox.pylink
        • bayesvalidrox.pylink.pylink
          • bayesvalidrox.pylink.pylink.within_range
          • bayesvalidrox.pylink.pylink.PyLinkForwardModel
      • bayesvalidrox.surrogate_models
        • bayesvalidrox.surrogate_models.adaptPlot
          • bayesvalidrox.surrogate_models.adaptPlot.adaptPlot
        • bayesvalidrox.surrogate_models.apoly_construction
          • bayesvalidrox.surrogate_models.apoly_construction.apoly_construction
        • bayesvalidrox.surrogate_models.bayes_linear
          • bayesvalidrox.surrogate_models.bayes_linear.gamma_mean
          • bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression
          • bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression
          • bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression
        • bayesvalidrox.surrogate_models.engine
          • bayesvalidrox.surrogate_models.engine.hellinger_distance
          • bayesvalidrox.surrogate_models.engine.logpdf
          • bayesvalidrox.surrogate_models.engine.subdomain
          • bayesvalidrox.surrogate_models.engine.Engine
        • bayesvalidrox.surrogate_models.eval_rec_rule
          • bayesvalidrox.surrogate_models.eval_rec_rule.eval_rec_rule
          • bayesvalidrox.surrogate_models.eval_rec_rule.eval_rec_rule_arbitrary
          • bayesvalidrox.surrogate_models.eval_rec_rule.eval_univ_basis
          • bayesvalidrox.surrogate_models.eval_rec_rule.poly_rec_coeffs
        • bayesvalidrox.surrogate_models.exp_designs
          • bayesvalidrox.surrogate_models.exp_designs.check_ranges
          • bayesvalidrox.surrogate_models.exp_designs.ExpDesigns
        • bayesvalidrox.surrogate_models.exploration
          • bayesvalidrox.surrogate_models.exploration.Exploration
        • bayesvalidrox.surrogate_models.glexindex
          • bayesvalidrox.surrogate_models.glexindex.cross_truncate
          • bayesvalidrox.surrogate_models.glexindex.glexindex
        • bayesvalidrox.surrogate_models.input_space
          • bayesvalidrox.surrogate_models.input_space.InputSpace
        • bayesvalidrox.surrogate_models.inputs
          • bayesvalidrox.surrogate_models.inputs.Input
          • bayesvalidrox.surrogate_models.inputs.Marginal
        • bayesvalidrox.surrogate_models.orthogonal_matching_pursuit
          • bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.corr
          • bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit
        • bayesvalidrox.surrogate_models.reg_fast_ard
          • bayesvalidrox.surrogate_models.reg_fast_ard.update_precisions
          • bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD
        • bayesvalidrox.surrogate_models.reg_fast_laplace
          • bayesvalidrox.surrogate_models.reg_fast_laplace.RegressionFastLaplace
        • bayesvalidrox.surrogate_models.surrogate_models
          • bayesvalidrox.surrogate_models.surrogate_models.corr_loocv_error
          • bayesvalidrox.surrogate_models.surrogate_models.create_psi
          • bayesvalidrox.surrogate_models.surrogate_models.gaussian_process_emulator
          • bayesvalidrox.surrogate_models.surrogate_models.MetaModel
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EXAMPLESΒΆ

Within the git repository of bayesvalidrox a set of examples can be found. Here we provide short introductions into the used models and what each example can teach about the functionality of the package.

The following examples are provided:

  • Analytical function
  • Beam
  • Borehole
  • Ishigami
  • Model comparison
  • OHagan-function
  • Pollution
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Example: Analytical function
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TUTORIAL
Copyright © 2023, Farid Mohammadi, Rebecca Kohlhaas
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