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[ 源代码: r-cran-huge  ]

软件包: r-cran-huge (1.3.5-1)

GNU R high-dimensional undirected graph estimation

Provides a general framework for high-dimensional undirected graph estimation. It integrates data preprocessing, neighborhood screening, graph estimation, and model selection techniques into a pipeline. In preprocessing stage, the nonparanormal(npn) transformation is applied to help relax the normality assumption. In the graph estimation stage, the graph structure is estimated by Meinshausen-Buhlmann graph estimation or the graphical lasso, and both methods can be further accelerated by the lossy screening rule preselecting the neighborhood of each variable by correlation thresholding.

其他与 r-cran-huge 有关的软件包

  • 依赖
  • 推荐
  • 建议
  • dep: libc6 (>= 2.29)
    GNU C Library: Shared libraries
    同时作为一个虚包由这些包填实: libc6-udeb
  • dep: libgcc-s1 (>= 3.3.1) [除 armhf]
    GCC support library
    dep: libgcc-s1 (>= 3.5) [armhf]
  • dep: libgomp1 (>= 4.9)
    GCC OpenMP (GOMP) support library
  • dep: libstdc++6 (>= 5.2) [armhf]
    GNU Standard C++ Library v3
    dep: libstdc++6 (>= 9) [除 armhf]
  • dep: r-api-4.0
    本虚包由这些包填实: r-base-core
  • dep: r-base-core (>= 4.1.1-2)
    GNU R core of statistical computation and graphics system
  • dep: r-cran-igraph
    GNU R network analysis and visualization
  • dep: r-cran-mass
    GNU R package of Venables and Ripley's MASS
  • dep: r-cran-matrix
    GNU R package of classes for dense and sparse matrices
  • dep: r-cran-rcpp
    GNU R package for Seamless R and C++ Integration
  • dep: r-cran-rcppeigen
    GNU R package for Eigen templated linear algebra

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硬件架构 软件包大小 安装后大小 文件
amd64 1,369.5 kB1561 kB [文件列表]
arm64 1,365.5 kB1549 kB [文件列表]
armhf 1,366.0 kB1524 kB [文件列表]
ppc64el 1,388.5 kB1608 kB [文件列表]