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:
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✨
card.svg |card.png
xpect/json (API)
NEWS
| # Install 'xpect' in R: |
| install.packages('xpect', repos = c('https://pigian.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:ba10805a4b. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 175 | ||
| source / vignettes | OK | 169 | ||
| linux-release-x86_64 | OK | 184 | ||
| macos-release-arm64 | OK | 116 | ||
| macos-oldrel-arm64 | OK | 115 | ||
| windows-devel | OK | 167 | ||
| windows-release | OK | 179 | ||
| windows-oldrel | OK | 163 | ||
| wasm-release | OK | 115 |
Exports:xpect
Dependencies:aldclassclicodetoolscpp11cubaturedata.tabledigestDistributionUtilse1071evdfarverforeachfurrrfutureGeneralizedHyperbolicgenericsggplot2gldglobalsglogisglueGPfitgtableisobanditeratorsjsonlitelabelinglatticelhslifecyclelistenvlmomlubridatemagrittrMASSMatrixnormalpparallellyproxypurrrR6rBayesianOptimizationRColorBrewerRcpprlangS7sandwichscalestimechangevctrsviridisLitewithrxgboostzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| xpect | xpect-package xpect |
