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 |
Reverse dependencies:
| Reverse depends: | dsld |
Linking:
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