Package: midnight 0.2.0.901

Ryoichi Asashiba

midnight: A 'tidymodels' Engine and Other Extensions for the 'midr' Package

Provides a 'parsnip' engine for the 'midr' package, enabling users to fit, tune, and evaluate Maximum Interpretation Decomposition (MID) models within the 'tidymodels' framework. Developed through research by the Moonlight Seminar 2025, a study group of actuaries from the Institute of Actuaries of Japan, to enhance practical applications of interpretable modeling. Detailed methodology is available in Asashiba et al. (2025) <doi:10.48550/arXiv.2506.08338>.

Authors:Ryoichi Asashiba [aut, cre]

midnight_0.2.0.901.tar.gz
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midnight_0.2.0.901.tgz(r-4.6-x86_64)midnight_0.2.0.901.tgz(r-4.6-arm64)midnight_0.2.0.901.tgz(r-4.5-x86_64)midnight_0.2.0.901.tgz(r-4.5-arm64)
midnight_0.2.0.901.tar.gz(r-4.7-arm64)midnight_0.2.0.901.tar.gz(r-4.7-x86_64)midnight_0.2.0.901.tar.gz(r-4.6-arm64)midnight_0.2.0.901.tar.gz(r-4.6-x86_64)
midnight_0.2.0.901.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
midnight/json (API)

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

Bug tracker:https://github.com/ryo-asashi/midnight/issues

Pkgdown/docs site:https://ryo-asashi.github.io

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

imlinterpretable-machine-learningparsnipxaicpp

4.08 score 2 stars 3 scripts 374 downloads 5 exports 4 dependencies

Last updated from:1ee704a53c. Checks:13 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64ERROR158
linux-devel-x86_64ERROR180
source / vignettesOK224
linux-release-arm64ERROR136
linux-release-x86_64ERROR181
macos-release-arm64ERROR169
macos-release-x86_64ERROR218
macos-oldrel-arm64ERROR158
macos-oldrel-x86_64ERROR647
windows-devel-arm64ERROR241
windows-devel-x86_64ERROR235
windows-release-arm64ERROR274
windows-release-x86_64ERROR167
windows-oldrel-x86_64ERROR182
wasm-releaseOK123

Exports:daybreakfastLmMatrixfit_mid_regmid_regnightfall

Dependencies:midrRcppRcppEigenrlang

Readme and manuals

Help Manual

Help pageTopics
Fit Multivariate Linear ModelsfastLmMatrix fastLmMatrix.default fastLmMatrix.formula
Plot MID Importance with ggplot2ggmid.midimp
Transition into and out of Midnightdaybreak nightfall
Perspective Plot of MID Effectspersp.mid