DirectForecaster        Direct Multi-Step Forecast Learner
LearnerFcst             Forecast Learner
PredictionFcst          Prediction Object for Forecasting
RecursiveForecaster     Recursive Forecast Learner
TaskFcst                Forecast Task
as_task_fcst            Convert to a Forecast Task
autoplot.PredictionFcst
                        Plot for Forecast Predictions
autoplot.TaskFcst       Plot for Forecast Tasks
direct_forecaster       Create a Direct Forecast Learner
download_zenodo_record
                        Download tsf file from Zenodo
forecast.Learner        Forecast from a Trained Learner
generate_newdata        Generate new data for a forecast task
mlr3forecast-package    mlr3forecast: Extending 'mlr3' to Time Series
                        Forecasting
mlr_graphs_fcst.local   Create a Graph to Fit Local Per-Series Forecast
                        Models
mlr_learners_fcst.adam
                        ADAM Forecast Learner
mlr_learners_fcst.ar    Autoregressive Forecast Learner
mlr_learners_fcst.arfima
                        ARFIMA Forecast Learner
mlr_learners_fcst.arima
                        ARIMA Forecast Learner
mlr_learners_fcst.auto_adam
                        Auto ADAM Forecast Learner
mlr_learners_fcst.auto_arima
                        Auto ARIMA Forecast Learner
mlr_learners_fcst.auto_ces
                        Auto CES Forecast Learner
mlr_learners_fcst.auto_gum
                        Auto GUM Forecast Learner
mlr_learners_fcst.auto_msarima
                        Auto Multiple-Seasonal ARIMA Forecast Learner
mlr_learners_fcst.auto_ssarima
                        Auto State-Space ARIMA Forecast Learner
mlr_learners_fcst.bagged
                        Bagged Model Forecast Learner
mlr_learners_fcst.bats
                        BATS Forecast Learner
mlr_learners_fcst.ces   CES Forecast Learner
mlr_learners_fcst.croston
                        Croston Forecast Learner
mlr_learners_fcst.elm   Extreme Learning Machine Forecast Learner
mlr_learners_fcst.es    Exponential Smoothing Forecast Learner
mlr_learners_fcst.ets   ETS Forecast Learner
mlr_learners_fcst.gum   GUM Forecast Learner
mlr_learners_fcst.holt_winters
                        Holt-Winters Forecast Learner
mlr_learners_fcst.mean
                        Mean Forecast Learner
mlr_learners_fcst.mlp   Multilayer Perceptron Forecast Learner
mlr_learners_fcst.msarima
                        Multiple-Seasonal ARIMA Forecast Learner
mlr_learners_fcst.nnetar
                        Neural Network Forecast Learner
mlr_learners_fcst.prophet
                        Prophet Forecast Learner
mlr_learners_fcst.random_walk
                        Random Walk Forecast Learner
mlr_learners_fcst.rlgt
                        Local and Global Trend Forecast Learner
mlr_learners_fcst.sma   Simple Moving Average Forecast Learner
mlr_learners_fcst.sparma
                        Sparse ARMA Forecast Learner
mlr_learners_fcst.spline
                        Spline Forecast Learner
mlr_learners_fcst.ssarima
                        State-Space ARIMA Forecast Learner
mlr_learners_fcst.stlm
                        STL + ETS/ARIMA Forecast Learner
mlr_learners_fcst.struct_ts
                        Structural Time Series Forecast Learner
mlr_learners_fcst.tbats
                        TBATS Forecast Learner
mlr_learners_fcst.theta
                        Theta Forecast Learner
mlr_learners_fcst.tscount
                        Count Time Series Forecast Learner
mlr_learners_fcst.tslm
                        Time Series Linear Model Forecast Learner
mlr_measures_fcst.acf1
                        Autocorrelation at Lag 1
mlr_measures_fcst.coverage
                        Empirical Coverage
mlr_measures_fcst.mase
                        Mean Absolute Scaled Error
mlr_measures_fcst.mda   Mean Directional Accuracy
mlr_measures_fcst.mdpv
                        Mean Directional Percentage Value
mlr_measures_fcst.mdv   Mean Directional Value
mlr_measures_fcst.mpe   Mean Percentage Error
mlr_measures_fcst.msis
                        Mean Scaled Interval Score
mlr_measures_fcst.pinball
                        Pinball Loss
mlr_measures_fcst.rmsse
                        Root Mean Squared Scaled Error
mlr_measures_fcst.wape
                        Weighted Absolute Percentage Error
mlr_measures_fcst.winkler
                        Winkler Score
mlr_pipeops_fcst.avg    Weighted Prediction Averaging for Forecasts
mlr_pipeops_fcst.catch22
                        Time Series Feature Extraction (catch22)
mlr_pipeops_fcst.feasts
                        Time Series Feature Extraction (feasts)
mlr_pipeops_fcst.fourier
                        Create Fourier Features for Seasonality
mlr_pipeops_fcst.lags   Create Lags of Target Variable
mlr_pipeops_fcst.rolling
                        Create Rolling Window Features of Target
                        Variable
mlr_pipeops_fcst.splitkey
                        Split a Forecast Task into Per-Series Tasks
mlr_pipeops_fcst.targetboxcox
                        Box-Cox Transform the Target Variable
mlr_pipeops_fcst.targetdiff
                        Difference the Target Variable
mlr_pipeops_fcst.tsfeats
                        Time Series Feature Extraction
mlr_pipeops_fcst.unitekey
                        Unite Per-Series Forecasts into One Prediction
mlr_resamplings_fcst.cv
                        Forecast Cross-Validation Resampling
mlr_resamplings_fcst.holdout
                        Forecast Holdout Resampling
mlr_tasks_airpassengers
                        Air Passengers Forecast Task
mlr_tasks_electricity   Daily electricity demand for Victoria,
                        Australia Forecast Task
mlr_tasks_livestock     Australian Livestock Slaughter Forecast Task
mlr_tasks_lynx          Annual Canadian Lynx Trappings Forecast Task
mlr_tasks_usaccdeaths   Accidental Deaths in the US Forecast Task
partition.TaskFcst      Manually Partition into Training, Test and
                        Validation Set
read_tsf                Read tsf files
recursive_forecaster    Create a Recursive Forecast Learner
selector_fcst_lags      Select Forecast Lag Features
selector_fcst_rolling   Select Forecast Rolling Features
set_validate.RecursiveForecaster
                        Configure Validation for a RecursiveForecaster
