Paket: r-cran-tgp (2.4-17-1)

[ Kaynak: 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.

r-cran-tgp ile İlgili Diğer Paketler

• dep: libblas3

  Basic Linear Algebra Reference implementations, shared library

  ya da libblas.so.3

  sanal paketi sağlayan libatlas3-base, libblas3, libblis3-openmp, libblis3-pthread, libblis3-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.29)

  GNU C Library: Shared libraries
  ayrıca şunun tarafından sağlanan bir sanal paket libc6-udeb

• dep: libgcc-s1 (>= 3.0)

  GCC support library

• dep: liblapack3

  Library of linear algebra routines 3 - shared version

  ya da liblapack.so.3

  sanal paketi sağlayan libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libstdc++6 (>= 5.2)

  GNU Standard C++ Library v3

• dep: r-api-4.0

  sanal paketi sağlayan r-base-core

• dep: r-base-core (>= 4.0.2-1)

  GNU R core of statistical computation and graphics system

• 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

r-cran-tgp indir

Tüm mevcut mimariler için indir

Mimari	Paket Boyutu	Kurulu Boyut	Dosyalar
amd64	3.014,3 kB	3.630,0 kB	[dosya listesi]