[ 源代码： r-cran-tgp ]
软件包：r-cran-tgp（2.4-17-1）
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.
其他与 r-cran-tgp 有关的软件包
|
|
|
|
-
- dep: libblas3
- Basic Linear Algebra Reference implementations, shared library
- 或者 libblas.so.3
- 本虚包由这些包填实： libatlas3-base, libblas3, libblis3-openmp, libblis3-pthread, libblis3-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
-
- dep: libc6 (>= 2.29)
- GNU C 语言运行库：共享库
同时作为一个虚包由这些包填实： libc6-udeb
-
- dep: libgcc-s1 (>= 3.0)
- GCC 支持库
-
- dep: liblapack3
- Library of linear algebra routines 3 - shared version
- 或者 liblapack.so.3
- 本虚包由这些包填实： libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
-
- dep: libstdc++6 (>= 5.2)
- GNU 标准 C++ 库，第3版
-
- dep: r-api-4.0
- 本虚包由这些包填实： 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