Man pages for prophet
Automatic Forecasting Procedure

add_changepoints_to_plot	Get layers to overlay significant changepoints on prophet...
add_country_holidays	Add in built-in holidays for the specified country.
add_group_component	Adds a component with given name that contains all of the...
add_regressor	Add an additional regressor to be used for fitting and...
add_seasonality	Add a seasonal component with specified period, number of...
construct_holiday_dataframe	Construct a dataframe of holiday dates.
coverage	Coverage
cross_validation	Cross-validation for time series.
df_for_plotting	Merge history and forecast for plotting.
dyplot.prophet	Plot the prophet forecast.
fit.prophet	Fit the prophet model.
flat_growth_init	Initialize flat growth.
flat_trend	Evaluate the flat trend function.
fourier_series	Provides Fourier series components with the specified...
generate_cutoffs	Generate cutoff dates
generated_holidays	holidays table
get_holiday_names	Return all possible holiday names of given country
initialize_scales_fn	Initialize model scales.
linear_growth_init	Initialize constant growth.
logistic_growth_init	Initialize logistic growth.
mae	Mean absolute error
make_all_seasonality_features	Dataframe with seasonality features. Includes seasonality...
make_future_dataframe	Make dataframe with future dates for forecasting.
make_holiday_features	Construct a matrix of holiday features.
make_holidays_df	Make dataframe of holidays for given years and countries
make_seasonality_features	Data frame with seasonality features.
mape	Mean absolute percent error
mdape	Median absolute percent error
mse	Mean squared error
parse_seasonality_args	Get number of Fourier components for built-in seasonalities.
performance_metrics	Compute performance metrics from cross-validation results.
piecewise_linear	Evaluate the piecewise linear function.
piecewise_logistic	Evaluate the piecewise logistic function.
plot_cross_validation_metric	Plot a performance metric vs. forecast horizon from cross...
plot_forecast_component	Plot a particular component of the forecast.
plot.prophet	Plot the prophet forecast.
plot_seasonality	Plot a custom seasonal component.
plot_weekly	Plot the weekly component of the forecast.
plot_yearly	Plot the yearly component of the forecast.
predictive_samples	Sample from the posterior predictive distribution.
predict.prophet	Predict using the prophet model.
predict_seasonal_components	Predict seasonality components, holidays, and added...
predict_trend	Predict trend using the prophet model.
predict_uncertainty	Prophet uncertainty intervals for yhat and trend
prophet	Prophet forecaster.
prophet_copy	Copy Prophet object.
prophet_plot_components	Plot the components of a prophet forecast. Prints a ggplot2...
regressor_coefficients	Summarise the coefficients of the extra regressors used in...
regressor_column_matrix	Dataframe indicating which columns of the feature matrix...
rmse	Root mean squared error
rolling_mean_by_h	Compute a rolling mean of x, after first aggregating by h
rolling_median_by_h	Compute a rolling median of x, after first aggregating by h
sample_model	Simulate observations from the extrapolated generative model.
sample_posterior_predictive	Prophet posterior predictive samples.
sample_predictive_trend	Simulate the trend using the extrapolated generative model.
seasonality_plot_df	Prepare dataframe for plotting seasonal components.
set_auto_seasonalities	Set seasonalities that were left on auto.
set_changepoints	Set changepoints
set_date	Convert date vector
setup_dataframe	Prepare dataframe for fitting or predicting.
single_cutoff_forecast	Forecast for a single cutoff. Used in cross_validation...
smape	Symmetric mean absolute percentage error based on Chen and...
time_diff	Time difference between datetimes
validate_column_name	Validates the name of a seasonality, holiday, or regressor.
validate_inputs	Validates the inputs to Prophet.