Package: torchMAUM 30.07.2025

Omar Guenoun

torchMAUM: Multi-Class Area Under the Minimum in Torch

Torch code for computing multi-class Area Under The Minimum, <https://www.jmlr.org/papers/v24/21-0751.html>, Generalization. Useful for optimizing Area under the curve.

Authors:Omar Guenoun [aut, cre]

torchMAUM_30.07.2025.tar.gz
torchMAUM_30.07.2025.zip(r-4.7)torchMAUM_30.07.2025.zip(r-4.6)torchMAUM_30.07.2025.zip(r-4.5)
torchMAUM_30.07.2025.tgz(r-4.6-any)torchMAUM_30.07.2025.tgz(r-4.5-any)
torchMAUM_30.07.2025.tar.gz(r-4.7-any)torchMAUM_30.07.2025.tar.gz(r-4.6-any)
torchMAUM_30.07.2025.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
torchMAUM/json (API)

# Install 'torchMAUM' in R:
install.packages('torchMAUM', repos = c('https://oguenoun.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/oguenoun/torchmaum/issues

On CRAN:

Conda:

3.40 score 1 stars 1 scripts 487 downloads 6 exports 30 dependencies

Last updated from:f2adc621cf. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK139
source / vignettesOK202
linux-release-x86_64OK123
macos-release-arm64OK212
macos-oldrel-arm64OK239
windows-develOK86
windows-releaseOK101
windows-oldrelOK120
wasm-releaseOK99

Exports:Draw_ROC_curve_macroDraw_ROC_curve_microROC_AUC_macroROC_AUC_microROC_AUM_macroROC_AUM_micro

Dependencies:bitbit64callrclicorocpp11data.tabledescfarverggplot2gluegtableisobandjsonlitelabelinglifecyclemagrittrprocessxpsR6RColorBrewerRcpprlangS7safetensorsscalestorchvctrsviridisLitewithr