Dependency analysis on package imbalance

General information

CRAN link link
Package version1.0.2.1
Number of strong dependencies60
Number of all dependencies89
Number of parent packages11
Max heaviness from parent packages26
Total heaviness from parent packages44
Number of parent packages (including Suggests and Enhances)14
Max co-heaviness from parent packages ("ggplot2" and "C50")2

Dependency heatmap

In the following dependency heatmap, rows are the parent packages of imbalance and columns are the dependency packages that each parent package brings in. On the right side of the heatmap, there are three barplot annotations: 1. number of imported functions/S4 methods/S4 classes from parent packages; 2. number of dependency packages from each parent package; 3. heaviness of each parent package on imbalance.

Adjust heatmap size:
Base packages Other packages Imports LinkingTo Suggests methods stats utils grDevices graphics tools grid splines magrittr glue Rcpp Matrix pkgconfig lattice stringr stringi digest rlang R6 tibble withr lifecycle ellipsis fansi pillar vctrs cli crayon utf8 RcppArmadillo FNN dbscan igraph partykit Cubist libcoin mvtnorm survival Formula inum rpart reshape2 plyr gtable isoband MASS mgcv scales nlme farver labeling munsell RColorBrewer viridisLite colorspace evaluate highr yaml xfun jsonlite bslib htmltools jquerylib knitr tinytex sass base64enc fastmap fs rappdirs brio callr desc pkgload praise processx ps waldo rprojroot rstudioapi diffobj rematch2 0 0.5 1 Imported methods 0 10 20 30 Required packages 0 10 20 Heaviness from parents utils stats FNN bnlearn mvtnorm Rcpp KernelKnn smotefamily C50 ggplot2 RcppArmadillo knitr rmarkdown testthat In total 60 packages are required directly or indirectly (89) when installing 'imbalance' (1.0.2.1) Imports LinkingTo Suggests Base packages that are required Recommended packages that are required Contributed packages that are required Packages that are required for installing 'imbalance' Imported functions The whole namespace is imported Package is listed in 'Imports' but namespace is not imported


Dependency table

"Import" information is from the NAMESPACE file of imbalance.

imports: number of imported functions/objects; importMethods: number of imported S4 methods; importClasses: number of imported S4 classes.

Required packages: number of strong dependency packages for each of the parent package (or in other words, number of dependency packages the parent package brings in).

Heaviness from parent on imbalance: number of required packages that can be reduced if moving parent package to Suggests of imbalance.

Parent package Field imports importMethods importClasses Required packages Heaviness from parent on imbalance
ggplot2 Imports Parent package is listed in Imports of imbalance but no object from parent package is imported. 37 26
C50 Imports Parent package is listed in Imports of imbalance but no object from parent package is imported. 25 13
smotefamily Imports The whole set of functions/methods/classes from parent package is imported to the namespace of imbalance. 14 3
bnlearn Imports Parent package is listed in Imports of imbalance but no object from parent package is imported. 1 1
KernelKnn Imports Parent package is listed in Imports of imbalance but no object from parent package is imported. 5 1
utils Imports Parent package is listed in Imports of imbalance but no object from parent package is imported. 0 0
stats Imports 1 0 0 0 0
FNN Imports Parent package is listed in Imports of imbalance but no object from parent package is imported. 0 0
mvtnorm Imports Parent package is listed in Imports of imbalance but no object from parent package is imported. 2 0
Rcpp Imports 1 0 0 2 0
RcppArmadillo LinkingTo Parent package is listed in LinkingTo of imbalance but no object from parent package is imported. 4 0
rmarkdown Suggests No object is imported into the namespace of imbalance. 27 16
testthat Suggests No object is imported into the namespace of imbalance. 36 15
knitr Suggests No object is imported into the namespace of imbalance. 12 5

Analysis was done with pkgndep.