MSE.ts                  MSE
R2.ts                   R2
[.ts_data               Subset Extraction for Time Series Data
adjust_ts_data          Adjust 'ts_data'
do_fit                  Fit Time Series Model
do_predict              Predict Time Series Model
fertilizers             Fertilizers (Regression)
sMAPE.ts                sMAPE
select_hyper.ts_tune    Select Optimal Hyperparameters for Time Series
                        Models
ts_arima                ARIMA
ts_aug_awareness        Augmentation by awareness
ts_aug_awaresmooth      Augmentation by awareness smooth
ts_aug_flip             Augmentation by flip
ts_aug_jitter           Augmentation by jitter
ts_aug_none             no augmentation
ts_aug_shrink           Augmentation by shrink
ts_aug_stretch          Augmentation by stretch
ts_aug_wormhole         Augmentation by wormhole
ts_data                 ts_data
ts_elm                  ELM
ts_fil_ema              Time Series Exponential Moving Average
ts_fil_emd              EMD Filter
ts_fil_fft              FFT Filter
ts_fil_hp               Hodrick-Prescott Filter
ts_fil_kalman           Kalman Filter
ts_fil_lowess           Lowess Smoothing
ts_fil_ma               Time Series Moving Average
ts_fil_none             no filter
ts_fil_qes              Quadratic Exponential Smoothing
ts_fil_recursive        Recursive Filter
ts_fil_remd             EMD Filter
ts_fil_seas_adj         Seasonal Adjustment
ts_fil_ses              Simple Exponential Smoothing
ts_fil_smooth           Time Series Smooth
ts_fil_spline           Smoothing Splines
ts_fil_wavelet          Wavelet Filter
ts_fil_winsor           Winsorization of Time Series
ts_head                 Extract the First Observations from a 'ts_data'
                        Object
ts_integtune            Time Series Integrated Tune
ts_knn                  KNN time series prediction
ts_mlp                  MLP
ts_norm_an              Time Series Adaptive Normalization
ts_norm_diff            Time Series Diff
ts_norm_ean             Time Series Adaptive Normalization (Exponential
                        Moving Average - EMA)
ts_norm_gminmax         Time Series Global Min-Max
ts_norm_none            no normalization
ts_norm_swminmax        Time Series Sliding Window Min-Max
ts_projection           Time Series Projection
ts_reg                  TSReg
ts_regsw                TSRegSW
ts_rf                   Random Forest
ts_sample               Time Series Sample
ts_svm                  SVM
ts_tune                 Time Series Tune
tsd                     Time series example dataset
