Gaussian Process Models for Scalar and Functional Inputs

antsLog-class | S4 class for log of models explored by ant colony in funGp |

black-boxes | Analytic black-boxes for the exploration of the funGp package |

decay | Decay functions for ant colony optimization in funGp |

decay2probs | Probability functions for ant colony optimization in funGp |

factoryCall-class | S4 class for fgpm_factory function calls |

fgp_BB1 | BBK_1 |

fgp_BB2 | BBK_2 |

fgp_BB3 | MFR_1 |

fgp_BB4 | MFR_2p |

fgp_BB5 | MFR_2f |

fgp_BB6 | NHMPP |

fgp_BB7 | BBK_7 |

fgpm | Gaussian process models for scalar and functional inputs |

fgpm-class | S4 class for funGp Gaussian process models |

fgpm_factory | Structural optimization of Gaussian process models |

funGp-package | Gaussian Process Models for Scalar and Functional Inputs |

gaussian_cor | Gaussian correlation function |

get_active_in | Extraction of active inputs in a given model structure |

kernel-class | S4 class for structures linked to the kernel of a funGp model |

matern32_cor | Matern 3/2 correlation function |

matern52_cor | Matern 5/2 correlation function |

modelCall-class | S4 class for calls to the fgpm function in funGp |

package-deprecated | Preparation of inputs for predictions based on an fgpm... |

plotEvol | Plot for the evolution of model selection algorithm |

plotEvol-method | Plot for the evolution of model selection algorithm in funGp |

plotLAA | Leave-one-out calibration plot for a funGp model |

plotLAA-method | Leave-one-out calibration plot for a funGp model |

plotLOO | Leave-one-out calibration plot for regression models |

plotLOO-method | Leave-one-out calibration plot for a funGp model |

plotPreds | Plot for predictions of regression models |

plotPreds-method | Plot for predictions of a funGp model |

plotSims | Plot for simulations of random processes |

plotSims-method | Plot for simulations from a funGp model |

plotX | Diagnostic plot for quality-enhanced models |

predict-methods | Prediction from a funGp Gaussian process model |

proj-Class | S4 class for structures linked to projections in a funGp... |

show-methods | Printing methods for the funGp package |

simulate-methods | Random sampling from a funGp Gaussian process model |

update-methods | Easy update of funGp funGp Gaussian process models |

which_on | Indices of active inputs in a given model structure |

Xfgpm-class | S4 class for funGp model selection data structures |

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