Paketti: r-cran-tgp (2.4-23-1)

[ Source: r-cran-tgp  ]

GNU R Bayesian treed Gaussian process models

Bayesian nonstationary, semiparametric nonlinear regression and design by treed Gaussian processes (GPs) with jumps to the limiting linear model (LLM). Special cases also implemented include Bayesian linear models, CART, treed linear models, stationary separable and isotropic GPs, and GP single-index models. Provides 1-d and 2-d plotting functions (with projection and slice capabilities) and tree drawing, designed for visualization of tgp-class output. Sensitivity analysis and multi-resolution models are supported. Sequential experimental design and adaptive sampling functions are also provided, including ALM, ALC, and expected improvement. The latter supports derivative-free optimization of noisy black-box functions.

Muut pakettiin r-cran-tgp liittyvät paketit

• dep: libblas3

  Basic Linear Algebra Reference implementations, shared library

  tai libblas.so.3

  näennäispaketti, jonka toteuttaa libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.38)

  GNU-C-kirjasto: jaetut kirjastot
  myös näennäispaketti, jonka toteuttaa libc6-udeb

• dep: libgcc-s1 (>= 3.5)

  GCC:n apukirjasto

• dep: liblapack3

  Library of linear algebra routines 3 - shared version

  tai liblapack.so.3

  näennäispaketti, jonka toteuttaa libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libstdc++6 (>= 5.2)

  GNU standardi C++ -kirjasto, versio 3

• dep: r-api-4.0

  näennäispaketti, jonka toteuttaa r-base-core

• dep: r-cran-maptree

  GNU R mapping, pruning, and graphing tree models

• sug: r-cran-mass

  GNU R package of Venables and Ripley's MASS

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Arkkitehtuuri	Paketin koko	Koko asennettuna	Tiedostot
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