Man pages for mucun1988/jtf
Jet Forecaster

cal_wkly_mu_sdCompute the weekly mean and standard deviation based on...
compile_stan_modelCompile Stan model
df_for_plottingMerge history and forecast for plotting.
fitJet forecaster.
fit.jtf#' Initialize logistic growth. #' #' Provides a strong...
forecastForecast using the jtf model.
fourier_seriesProvides Fourier series components with the specified...
get_changepoint_matrixGets changepoint matrix for history dataframe.
get_prophet_stan_modelLoad compiled Stan model
helloHello, World!
linear_growth_initInitialize linear growth.
make_all_seasonality_featuresDataframe with seasonality features.
make_future_dtMake dataframe with future dates for forecasting
make_holiday_featuresConstruct a matrix of holiday features.
make_seasonality_featuresData frame with seasonality features.
multiplotMultiple plot function
piecewise_linearEvaluate the piecewise linear function.
plot_all_componentsPlot the components of a prophet forecast. Prints a ggplot2...
plot_errorPlot the discrepancy
plot_forecastPlot the prophet forecast.
plot_holidaysPlot the holidays component of the forecast.
plot_trendPlot the prophet trend.
plot_weeklyPlot the weekly component of the forecast.
plot_yearlyPlot the yearly component of the forecast.
predict_seasonal_componentsPredict seasonality broken down into components.
predict_uncertaintyjtf uncertainty intervals.
r_squarecalculate r_sq statistics
sample_modelSimulate observations from the extrapolated generative model.
sample_predictive_trendSimulate the trend using the extrapolated generative model.
set_auto_seasonalitiesSet seasonalities that were left on auto.
set_changepointsSet changepoints
setup_dataframePrepare dataframe for fitting or predicting.
trnsfrm#' Make dataframe with future dates for forecasting. #' #'...
validate_inputsValidates the inputs to jtf.
whereApply a boolean function to each entry of x
mucun1988/jtf documentation built on July 9, 2017, 1:10 a.m.