Other packages > Find by keyword >

prophet  

Automatic Forecasting Procedure
View on CRAN: Click here


Download and install prophet package within the R console
Install from CRAN:
install.packages("prophet")

Install from Github:
library("remotes")
install_github("cran/prophet")

Install by package version:
library("remotes")
install_version("prophet", "1.1.7")



Attach the package and use:
library("prophet")
Maintained by
Sean Taylor
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-02-01
Latest Update: 2021-03-30
Description:
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.
How to cite:
Sean Taylor (2017). prophet: Automatic Forecasting Procedure. R package version 1.1.7, https://cran.r-project.org/web/packages/prophet. Accessed 07 Jun. 2026.
Previous versions and publish date:
0.1.1 (2017-04-19 10:47), 0.1 (2017-02-01 08:34), 0.2.1 (2017-11-08 23:39), 0.2 (2017-09-12 09:48), 0.3.0.1 (2018-06-15 09:27), 0.3 (2018-06-02 06:58), 0.4 (2018-12-21 15:40), 0.5 (2019-05-14 23:50), 0.6.1 (2020-04-29 19:30), 0.6 (2020-03-03 10:20), 1.0 (2021-03-30 14:10)
Other packages that cited prophet R package
View prophet citation profile
Other R packages that prophet depends, imports, suggests or enhances
Complete documentation for prophet
Functions, R codes and Examples using the prophet R package
Some associated functions: add_changepoints_to_plot . add_country_holidays . add_group_component . add_regressor . add_seasonality . construct_holiday_dataframe . coverage . cross_validation . df_for_plotting . dyplot.prophet . fit.prophet . flat_growth_init . flat_trend . fourier_series . generate_cutoffs . generated_holidays . get_holiday_names . initialize_scales_fn . linear_growth_init . logistic_growth_init . mae . make_all_seasonality_features . make_future_dataframe . make_holiday_features . make_holidays_df . make_seasonality_features . mape . mdape . mse . parse_seasonality_args . performance_metrics . piecewise_linear . piecewise_logistic . plot.prophet . plot_cross_validation_metric . plot_forecast_component . plot_seasonality . plot_weekly . plot_yearly . predict.prophet . predict_seasonal_components . predict_trend . predict_uncertainty . predictive_samples . prophet . prophet_copy . prophet_plot_components . regressor_coefficients . regressor_column_matrix . rmse . rolling_mean_by_h . rolling_median_by_h . sample_model . sample_posterior_predictive . sample_predictive_trend . seasonality_plot_df . set_auto_seasonalities . set_changepoints . set_date . setup_dataframe . single_cutoff_forecast . smape . time_diff . validate_column_name . validate_inputs . 
Some associated R codes: data.R . diagnostics.R . make_holidays.R . plot.R . prophet.R . stanmodels.R . utilities.R . zzz.R .  Full prophet package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

embryogrowth  
Tools to Analyze the Thermal Reaction Norm of Embryo Growth
Tools to analyze the embryo growth and the sexualisation thermal reaction norms. See ...
Download / Learn more Package Citations See dependency  
keep  
Arrays with Better Control over Dimension Dropping
Provides arrays with flexible control over dimension dropping when subscripting. ...
Download / Learn more Package Citations See dependency  
xmlr  
Read, Write and Work with 'XML' Data
'XML' package for creating and reading and manipulating 'XML', with an object model based on 'Refere ...
Download / Learn more Package Citations See dependency  
gRain  
Bayesian Networks
Probability propagation in graphical independence networks, also known as Bayesian networks or prob ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
curtailment  
Finds Binary Outcome Designs Using Stochastic Curtailment
Finds single- and two-arm designs using stochastic curtailment, as described by Law et al. (2022) ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA