Package: ngboostForecast 0.1.1
Resul Akay
ngboostForecast: Probabilistic Time Series Forecasting
Probabilistic time series forecasting via Natural Gradient Boosting for Probabilistic Prediction.
Authors:
ngboostForecast_0.1.1.tar.gz
ngboostForecast_0.1.1.zip(r-4.5)ngboostForecast_0.1.1.zip(r-4.4)ngboostForecast_0.1.1.zip(r-4.3)
ngboostForecast_0.1.1.tgz(r-4.4-any)ngboostForecast_0.1.1.tgz(r-4.3-any)
ngboostForecast_0.1.1.tar.gz(r-4.5-noble)ngboostForecast_0.1.1.tar.gz(r-4.4-noble)
ngboostForecast_0.1.1.tgz(r-4.4-emscripten)ngboostForecast_0.1.1.tgz(r-4.3-emscripten)
ngboostForecast.pdf |ngboostForecast.html✨
ngboostForecast/json (API)
NEWS
| # Install 'ngboostForecast' in R: |
| install.packages('ngboostForecast', repos = c('https://akai01.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/akai01/ngboostforecast/issues
- seatbelts - Road Casualties in Great Britain 1969-84
forecastingmachine-learningngboostngboost-forecastprobabilistic-forecastspythonsklearntime-series
Last updated 2 years agofrom:08c92edd3c. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 24 2024 |
| R-4.5-win | OK | Aug 24 2024 |
| R-4.5-linux | OK | Aug 24 2024 |
| R-4.4-win | OK | Aug 24 2024 |
| R-4.4-mac | OK | Aug 24 2024 |
| R-4.3-win | OK | Aug 24 2024 |
| R-4.3-mac | OK | Aug 24 2024 |
Exports:%<>%%>%autolayerautoplotDistis_exists_condaNGBforecastNGBforecastCVScoressklearner
Dependencies:clicolorspacecurldplyrfansifarverforecastfracdiffgenericsggplot2gluegtablehereisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSMatrixmgcvmunsellnlmennetpillarpkgconfigpngquadprogquantmodR6rappdirsRColorBrewerRcppRcppArmadilloRcppTOMLreticulaterlangrprojrootscalestibbletidyselecttimeDatetseriesTTRurcautf8vctrsviridisLitewithrxtszoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| NGBoost distributions | Dist |
| Is conda installed? | is_exists_conda |
| NGBoost forecasting class | NGBforecast |
| NGBoost forecasting model selection class | NGBforecastCV |
| Probabilistic Time Series Forecasting | ngboostForecast |
| Select a rule to compare probabilistic predictions to the observed data. | Scores |
| Road Casualties in Great Britain 1969-84 | seatbelts |
| Scikit-Learn interface | sklearner |