qeML: Quick and Easy Machine Learning Tools
The letters 'qe' in the package title stand for "quick and easy," alluding to the convenience goal of the package. We bring together a variety of machine learning (ML) tools from standard R packages, providing wrappers with a simple, convenient, and uniform interface.
| Version: | 1.1 |
| Depends: | R (≥ 3.5.0),regtools (≥ 0.8.0),gtools,rmarkdown,tufte |
| Imports: | grf,gbm,toweranNA,tm,rpart,rpart.plot,partools,FOCI |
| Suggests: | knitr,partykit,randomForest,ranger,e1071,JOUSBoost,lightgbm,keras,neuralnet,polyreg,glmnet,umap,reticulate,party,pROC,xgboost,ROCR,autoimage,deepnet,ncvreg,uwot,cdparcoord |
| Published: | 2023-11-09 |
| DOI: | 10.32614/CRAN.package.qeML |
| Author: | Norm Matloff [aut, cre] |
| Maintainer: | Norm Matloff <nsmatloff at ucdavis.edu> |
| BugReports: | https://github.com/matloff/qeML/issues |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/matloff/qeML |
| NeedsCompilation: | no |
| In views: | MachineLearning |
| CRAN checks: | qeML results |
Documentation:
| Reference manual: | qeML.html ,qeML.pdf |
| Vignettes: | Feature_Selection (source,R code) Function List (source,R code) Machine Learning Overview (source,R code) No P Values (source,R code) Overfitting (source,R code) PCA and UMAP (source,R code) Quick Start (source,R code) Unbalanced (source,R code) |
Downloads:
| Package source: | qeML_1.1.tar.gz |
| Windows binaries: | r-devel:qeML_1.1.zip, r-release:qeML_1.1.zip, r-oldrel:qeML_1.1.zip |
| macOS binaries: | r-release (arm64):qeML_1.1.tgz, r-oldrel (arm64):qeML_1.1.tgz, r-release (x86_64):qeML_1.1.tgz, r-oldrel (x86_64):qeML_1.1.tgz |
Linking:
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