is a tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
| DESCRIPTION (prophet-1.0) | : | DESCRIPTION (prophet-1.1) |
|---|
| Package: prophet | | Package: prophet |
| Title: Automatic Forecasting Procedure | | Title: Automatic Forecasting Procedure |
|
| Version: 1.0 | | Version: 1.1 |
| Date: 2021-03-08 | | Date: 2022-05-25 |
| Authors@R: c( | | Authors@R: c( |
| person("Sean", "Taylor", email = "sjtz@pm.me", role = c("cre", "aut")), | | person("Sean", "Taylor", email = "sjtz@pm.me", role = c("cre", "aut")), |
| person("Ben", "Letham", email = "bletham@fb.com", role = "aut") | | person("Ben", "Letham", email = "bletham@fb.com", role = "aut") |
| ) | | ) |
| Description: Implements a procedure for forecasting time series data based on | | Description: Implements a procedure for forecasting time series data based on |
| an additive model where non-linear trends are fit with yearly, weekly, and | | an additive model where non-linear trends are fit with yearly, weekly, and |
| daily seasonality, plus holiday effects. It works best with time series | | daily seasonality, plus holiday effects. It works best with time series |
| that have strong seasonal effects and several seasons of historical data. | | that have strong seasonal effects and several seasons of historical data. |
| Prophet is robust to missing data and shifts in the trend, and typically | | Prophet is robust to missing data and shifts in the trend, and typically |
| handles outliers well. | | handles outliers well. |
| | |
| skipping to change at line 38 | | skipping to change at line 38 |
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| methods, | | methods, |
| RcppParallel (>= 5.0.1), | | RcppParallel (>= 5.0.1), |
| rstan (>= 2.18.1), | | rstan (>= 2.18.1), |
| rstantools (>= 2.0.0), | | rstantools (>= 2.0.0), |
| scales, | | scales, |
| StanHeaders, | | StanHeaders, |
| stats, | | stats, |
| tidyr (>= 0.6.1), | | tidyr (>= 0.6.1), |
| xts | | xts |
| Suggests: | | Suggests: |
|
| | cmdstanr, |
| | posterior, |
| knitr, | | knitr, |
| testthat, | | testthat, |
| readr, | | readr, |
| rmarkdown | | rmarkdown |
| SystemRequirements: GNU make, C++11 | | SystemRequirements: GNU make, C++11 |
| Biarch: true | | Biarch: true |
| License: MIT + file LICENSE | | License: MIT + file LICENSE |
| LinkingTo: | | LinkingTo: |
| BH (>= 1.66.0), | | BH (>= 1.66.0), |
| Rcpp (>= 0.12.0), | | Rcpp (>= 0.12.0), |
| RcppParallel (>= 5.0.1), | | RcppParallel (>= 5.0.1), |
| RcppEigen (>= 0.3.3.3.0), | | RcppEigen (>= 0.3.3.3.0), |
| rstan (>= 2.18.1), | | rstan (>= 2.18.1), |
| StanHeaders (>= 2.18.0) | | StanHeaders (>= 2.18.0) |
| LazyData: true | | LazyData: true |
| VignetteBuilder: knitr | | VignetteBuilder: knitr |
| Encoding: UTF-8 | | Encoding: UTF-8 |
|
| RoxygenNote: 7.1.1 | | RoxygenNote: 7.2.0 |
| | | |
| End of changes. 3 change blocks. |
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| 2 lines changed or deleted | | 4 lines changed or added |
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