| Name : R-SPEV
| |
| Version : 1.0.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.5
| Date : 2024-06-14 11:04:10
|
| Group : Development/Libraries/Other
| Source RPM : R-SPEV-1.0.0-lp153.1.5.src.rpm
|
| Size : 0.02 MB
| |
| Packager : (none)
| |
| Summary : Unsmoothed and Smoothed Penalized PCA using Nesterov Smoothing
|
Description :
We provide functionality to implement penalized PCA with an option to
smooth the objective function using Nesterov smoothing. Two functions
are available to compute a user-specified number of eigenvectors. The
function unsmoothed_penalized_EV() computes a penalized PCA without
smoothing and has three parameters (the input matrix, the Lasso
penalty, and the number of desired eigenvectors). The function
smoothed_penalized_EV() computes a smoothed penalized PCA using the
same parameters and additionally requires the specification of a
smoothing parameter. Both functions return a matrix having the desired
eigenvectors as columns.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
