全部搜索项
bullseye  ] [  bookworm  ] [  trixie  ] [  sid  ]
[ 源代码: r-cran-rsvd  ]

软件包:r-cran-rsvd(1.0.3-3)

r-cran-rsvd 的相关链接

Screenshot

Debian 的资源:

下载源码包 r-cran-rsvd

维护小组:

外部的资源:

相似软件包:

Randomized Singular Value Decomposition

Low-rank matrix decompositions are fundamental tools and widely used for data analysis, dimension reduction, and data compression. Classically, highly accurate deterministic matrix algorithms are used for this task. However, the emergence of large-scale data has severely challenged our computational ability to analyze big data. The concept of randomness has been demonstrated as an effective strategy to quickly produce approximate answers to familiar problems such as the singular value decomposition (SVD). The rsvd package provides several randomized matrix algorithms such as the randomized singular value decomposition (rsvd), randomized principal component analysis (rpca), randomized robust principal component analysis (rrpca), randomized interpolative decomposition (rid), and the randomized CUR decomposition (rcur). In addition several plot functions are provided. The methods are discussed in detail by Erichson et al. (2016) <arXiv:1608.02148>.

其他与 r-cran-rsvd 有关的软件包

  • 依赖
  • 推荐
  • 建议
  • 增强

下载 r-cran-rsvd

下载可用于所有硬件架构的
硬件架构 软件包大小 安装后大小 文件
all 5,985.4 kB6,174.0 kB [文件列表]