netReg/DESCRIPTION at master · dirmeier/netReg · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
Package: netReg
Type: Package
Title: Network-Regularized Regression Models
Version: 1.12.0
Authors@R: person("Simon", "Dirmeier",
                  email = "simon.dirmeier@web.de", role = c("aut", "cre"))
Maintainer: Simon Dirmeier <simon.dirmeier@web.de>
Description: netReg fits linear regression models using network-regularization.
    Network-regularization used graph prior as penality for the coefficients of linear models.
    The graph can represent any relationship between the covariables/responses of the
    model, for instance, some quantifiable biological relationship such as coexpression.
URL: https://github.com/dirmeier/netReg
BugReports: https://github.com/dirmeier/netReg/issues
Depends:
    R (>= 3.4),
    tensorflow (>= 2.2.0),
    tfprobability (>= 0.10.0)
License: GPL-3
Encoding: UTF-8
Suggests:
    testthat,
    knitr,
    covr,
    rmarkdown,
    lintr,
    styler,
    LaplacesDemon,
    grplasso
VignetteBuilder: knitr
RoxygenNote: 7.1.1
SystemRequirements: C++11
LinkingTo:
    Rcpp,
    RcppArmadillo
Imports:
    Rcpp,
    stats,
    reticulate,
    nloptr,
    keras,
    purrr,
    methods
NeedsCompilation: yes