Package: prophet 1.1.6
Sean Taylor
prophet: Automatic Forecasting Procedure
Implements a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well.
Authors:
prophet_1.1.6.tar.gz
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prophet.pdf |prophet.html✨
prophet/json (API)
# Install 'prophet' in R: |
install.packages('prophet', repos = c('https://staging.r-multiverse.org', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/facebook/prophet/issues
Last updated 2 months agofrom:2a57e9d342 (on 2a57e9d342fd1c28ed1fba32d8f0dfb199c4fa02). Checks:OK: 1 NOTE: 8. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 14 2024 |
R-4.5-win-x86_64 | NOTE | Nov 14 2024 |
R-4.5-linux-x86_64 | NOTE | Nov 14 2024 |
R-4.4-win-x86_64 | NOTE | Nov 14 2024 |
R-4.4-mac-x86_64 | NOTE | Nov 14 2024 |
R-4.4-mac-aarch64 | NOTE | Nov 14 2024 |
R-4.3-win-x86_64 | NOTE | Nov 14 2024 |
R-4.3-mac-x86_64 | NOTE | Nov 14 2024 |
R-4.3-mac-aarch64 | NOTE | Nov 14 2024 |
Exports:add_changepoints_to_plotadd_country_holidaysadd_regressoradd_seasonalitycross_validationdyplot.prophetfit.prophetgenerated_holidaysmake_future_dataframeperformance_metricsplot_cross_validation_metricplot_forecast_componentpredictive_samplesprophetprophet_plot_componentsregressor_coefficients
Dependencies:abindbackportsbase64encBHbslibcachemcallrcheckmateclicolorspacecpp11descdigestdistributionaldplyrdygraphsevaluateextraDistrfansifarverfastmapfontawesomefsgenericsggplot2gluegridExtragtablehighrhtmltoolshtmlwidgetsinlineisobandjquerylibjsonliteknitrlabelinglatticelifecycleloolubridatemagrittrMASSMatrixmatrixStatsmemoisemgcvmimemunsellnlmenumDerivpillarpkgbuildpkgconfigposteriorprocessxpspurrrQuickJSRR6rappdirsRColorBrewerRcppRcppEigenRcppParallelrlangrmarkdownrstanrstantoolssassscalesStanHeadersstringistringrtensorAtibbletidyrtidyselecttimechangetinytexutf8vctrsviridisLitewithrxfunxtsyamlzoo