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GPmp-contrib 0.9.37 documentation
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GPmp-contrib 0.9.37 documentation
  • Installation
  • Getting started
  • User guide
    • Concepts
    • Models and computer experiments
    • Parameter selection
    • Model state and parameter objects
    • Diagnostics and inspection
    • Priors for REMAP selection
    • Sequential design, optimization, and set estimation
    • Relaxed Gaussian processes
  • Examples
    • Example 01: computer experiments
    • Example 02: models, diagnostics, and prediction
    • Example 04: noisy sequential prediction
    • Example 10: expected improvement on a fixed grid
    • Example 11: expected improvement with SMC search
    • Example 20: relaxed Gaussian process
    • Example 30: excursion set on a fixed grid
    • Example 31: excursion set with BSS-style SMC search
    • Example 40: set inversion on a fixed grid
    • Example 41: set inversion with BSS-style particles
  • API reference
    • gpmpcontrib package
    • Numerical backend objects
    • Computer experiments
    • Model containers
    • Provided Matérn container classes
    • Sequential procedures
    • Sampling criteria and optimization procedures
    • Relaxed Gaussian processes
    • Plotting functions
    • Test problems
  • References
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