Package: xpect 1.2

xpect: Probabilistic Time Series Forecasting with XGBoost and Conformal Inference

Implements a probabilistic approach to time series forecasting combining XGBoost regression with conformal inference methods. The package provides functionality for generating predictive distributions, evaluating uncertainty, and optimizing hyperparameters using Bayesian, coarse-to-fine, or random search strategies.

Authors:Giancarlo Vercellino [aut, cre, cph]

xpect_1.2.tar.gz
xpect_1.2.zip(r-4.7)xpect_1.2.zip(r-4.6)xpect_1.2.zip(r-4.5)
xpect_1.2.tgz(r-4.6-any)xpect_1.2.tgz(r-4.5-any)
xpect_1.2.tar.gz(r-4.7-any)xpect_1.2.tar.gz(r-4.6-any)
xpect_1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION |NEWS
card.svg |card.png
xpect/json (API)

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

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.30 score 1 stars 1 scripts 501 downloads 1 exports 55 dependencies

Last updated from:ba10805a4b. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK171
source / vignettesOK188
linux-release-x86_64OK184
macos-release-arm64OK142
macos-oldrel-arm64OK111
windows-develOK181
windows-releaseOK166
windows-oldrelOK169
wasm-releaseOK136

Exports:xpect

Dependencies:aldclassclicodetoolscpp11cubaturedata.tabledigestDistributionUtilse1071evdfarverforeachfurrrfutureGeneralizedHyperbolicgenericsggplot2gldglobalsglogisglueGPfitgtableisobanditeratorsjsonlitelabelinglatticelhslifecyclelistenvlmomlubridatemagrittrMASSMatrixnormalpparallellyproxypurrrR6rBayesianOptimizationRColorBrewerRcpprlangS7sandwichscalestimechangevctrsviridisLitewithrxgboostzoo

Readme and manuals

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