Package: utsf 1.3.4
utsf: Univariate Time Series Forecasting
An engine for univariate time series forecasting using different regression models in an autoregressive way. The engine provides an uniform interface for applying the different models. Furthermore, it is extensible so that users can easily apply their own regression models to univariate time series forecasting and benefit from all the features of the engine, such as preprocessings or estimation of forecast accuracy.
Authors:
utsf_1.3.4.tar.gz
utsf_1.3.4.tar.gz(r-4.7-any)utsf_1.3.4.tar.gz(r-4.6-any)
utsf_1.3.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
utsf/json (API)
| # Install 'utsf' in R: |
| install.packages('utsf', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/franciscomartinezdelrio/utsf/issues
Last updated from:b64fbfbb61. Checks:4 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 156 | ||
| source / vignettes | OK | 291 | ||
| linux-release-x86_64 | OK | 205 | ||
| wasm-release | OK | 137 |
Exports:build_examplescreate_modelefaforecasttune_grid
Dependencies:base64encbslibcachemclassclicodetoolscolorspacecommonmarkcpp11Cubistdata.tablediagramdigestfarverfastmapFNNfontawesomeforecastfracdifffsfuturefuture.applygenericsggplot2globalsgluegtablehtmltoolshttpuvipredisobandjquerylibjsonliteKernSmoothlabelinglaterlatticelavalifecyclelistenvlmtestmagrittrMASSMatrixmemoisemimenlmennetnumDerivotelparallellyplyrprodlimprogressrpromisesR6rangerrappdirsRColorBrewerRcppRcppArmadilloRcppEigenreshape2rlangrpartS7sassscalesshapeshinysourcetoolsSQUAREMstringistringrsurvivaltimeDateurcavctrsvctsfrviridisLitewithrxgboostxtablezoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Create a ggplot object from an 'utsf_forecast' object | autoplot.utsf_forecast |
| Build the training examples | build_examples |
| Train an univariate time series forecasting model | create_model |
| Estimate the forecast accuracy of a model on a time series | efa |
| Forecasting a time series | forecast.utsf |
| Prediction from 'utsf' objects | predict.utsf |
| Estimate the forecast accuracy of a model on a time series according to a grid of parameters | tune_grid |
