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              Exponential Moving Average (EMA)
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               Moving Average (MA)
ts_fil_none             No Filter
ts_fil_qes              Quadratic Exponential Smoothing
ts_fil_recursive        Recursive Filter
ts_fil_remd             Robust 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              Adaptive Normalization
ts_norm_diff            First Differences
ts_norm_ean             Adaptive Normalization with EMA
ts_norm_gminmax         Global Min–Max Normalization
ts_norm_none            No Normalization
ts_norm_swminmax        Sliding-Window Min–Max Normalization
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
