API for tspredit
Time Series Prediction with Integrated Tuning
| Global functions | |
|---|---|
| CATS | Man page |
| EUNITE.Loads | Man page |
| EUNITE.Reg | Man page |
| EUNITE.Temp | Man page |
| MSE.ts | Man page |
| NN3 | Man page |
| NN5 | Man page |
| R2.ts | Man page |
| SantaFe.A | Man page |
| SantaFe.D | Man page |
| [.ts_data | Man page |
| `[.ts_data_mv` | Source code |
| `[.ts_data` | Source code |
| action.ts_reg | Source code |
| adjust_ts_data | Man page Source code |
| adjust_ts_data_mv | Man page Source code |
| an_asinh | Source code |
| an_asinh_inverse | Source code |
| an_divide | Source code |
| an_divide_inverse | Source code |
| an_reference_scale | Source code |
| an_softdivide | Source code |
| an_softdivide_inverse | Source code |
| an_stabilize_level | Source code |
| an_subtract | Source code |
| an_subtract_inverse | Source code |
| apply_adaptive_operation | Source code |
| bioenergy | Man page |
| build_model | Source code |
| climate | Man page |
| compute_adaptive_reference | Source code |
| compute_cut_index | Source code |
| do_fit | Man page Source code |
| do_fit.ts_darima | Source code |
| do_fit.ts_elm | Source code |
| do_fit.ts_knn | Source code |
| do_fit.ts_mlp | Source code |
| do_fit.ts_rf | Source code |
| do_fit.ts_svm | Source code |
| do_predict | Man page Source code |
| do_predict.ts_darima | Source code |
| do_predict.ts_elm | Source code |
| do_predict.ts_knn | Source code |
| do_predict.ts_regsw | Source code |
| do_predict.ts_rf | Source code |
| do_predict.ts_svm | Source code |
| emissions | Man page |
| estimate_seasonal_frequency | Source code |
| evaluate.ts_reg | Source code |
| evaluate_error | Source code |
| fc_roughness | Source code |
| fertilizers | Man page |
| fft_lowpass_weights | Source code |
| fft_pad_length | Source code |
| fft_reflect_pad | Source code |
| fit.ts_arima | Source code |
| fit.ts_arimax | Source code |
| fit.ts_aug_jitter | Source code |
| fit.ts_darima | Source code |
| fit.ts_deterministic | Source code |
| fit.ts_fil_fft | Source code |
| fit.ts_fil_gabor | Source code |
| fit.ts_fil_remd | Source code |
| fit.ts_fil_wavelet | Source code |
| fit.ts_integtune | Source code |
| fit.ts_lagmap | Source code |
| fit.ts_lm_mv | Source code |
| fit.ts_norm_an | Source code |
| fit.ts_norm_diff | Source code |
| fit.ts_norm_gminmax | Source code |
| fit.ts_norm_swminmax | Source code |
| fit.ts_regsw | Source code |
| fit.ts_regsw_mv | Source code |
| fit.ts_tune | Source code |
| fit.ts_var | Source code |
| fit.ts_warma | Source code |
| fit_augment | Source code |
| gabor_kernel | Source code |
| gdp | Man page |
| get_augment | Source code |
| get_preprocess | Source code |
| hp_trend | Source code |
| inverse_transform.ts_norm_an | Source code |
| inverse_transform.ts_norm_diff | Source code |
| inverse_transform.ts_norm_gminmax | Source code |
| inverse_transform.ts_norm_swminmax | Source code |
| ipeadata.d | Man page |
| ipeadata.m | Man page |
| loadfulldata | Man page Source code |
| m1 | Man page |
| m3 | Man page |
| m4 | Man page |
| mv_apply_transform_sequence | Source code |
| mv_as_spec | Source code |
| mv_build_input_matrix | Source code |
| mv_compose_prediction | Source code |
| mv_default_lags | Source code |
| mv_fit_submodel | Source code |
| mv_max_lag | Source code |
| mv_normalize_transforms | Source code |
| mv_predict_submodel | Source code |
| mv_prepare_data_for_spec | Source code |
| mv_prepare_one_step_input | Source code |
| mv_prepare_supervised | Source code |
| mv_validate_model_specs | Source code |
| pesticides | Man page |
| plot_ts_pred_mv | Man page Source code |
| predict.ts_arima | Source code |
| predict.ts_arimax | Source code |
| predict.ts_darima | Source code |
| predict.ts_deterministic | Source code |
| predict.ts_lm_mv | Source code |
| predict.ts_reg | Source code |
| predict.ts_regsw | Source code |
| predict.ts_regsw_mv | Source code |
| predict.ts_var | Source code |
| predict.ts_warma | Source code |
| prepare_ranges | Source code |
| reg_mv_coerce_numeric_df | Source code |
| reg_mv_fit_aux_models | Source code |
| reg_mv_forecast_aux | Source code |
| reg_mv_known_future_x | Source code |
| reg_mv_numeric_matrix | Source code |
| reg_mv_set_metadata | Source code |
| reg_mv_update_history | Source code |
| reg_mv_validate_data | Source code |
| reg_mv_validate_models_x | Source code |
| remd_cutoff | Source code |
| reverse_adaptive_operation | Source code |
| sMAPE.ts | Man page |
| select_hyper.ts_integtune | Source code |
| select_hyper.ts_tune | Man page Source code |
| stocks | Man page |
| transform.ts_aug_awareness | Source code |
| transform.ts_aug_awaresmooth | Source code |
| transform.ts_aug_flip | Source code |
| transform.ts_aug_jitter | Source code |
| transform.ts_aug_none | Source code |
| transform.ts_aug_shrink | Source code |
| transform.ts_aug_stretch | Source code |
| transform.ts_aug_wormhole | Source code |
| transform.ts_fil_ema | Source code |
| transform.ts_fil_emd | Source code |
| transform.ts_fil_fft | Source code |
| transform.ts_fil_gabor | Source code |
| transform.ts_fil_hp | Source code |
| transform.ts_fil_kalman | Source code |
| transform.ts_fil_lowess | Source code |
| transform.ts_fil_ma | Source code |
| transform.ts_fil_none | Source code |
| transform.ts_fil_qes | Source code |
| transform.ts_fil_recursive | Source code |
| transform.ts_fil_remd | Source code |
| transform.ts_fil_seas_adj | Source code |
| transform.ts_fil_ses | Source code |
| transform.ts_fil_smooth | Source code |
| transform.ts_fil_spline | Source code |
| transform.ts_fil_wavelet | Source code |
| transform.ts_fil_winsor | Source code |
| transform.ts_norm_an | Source code |
| transform.ts_norm_diff | Source code |
| transform.ts_norm_gminmax | Source code |
| transform.ts_norm_none | Source code |
| transform.ts_norm_swminmax | Source code |
| ts_arima | Man page Source code |
| ts_arimax | Man page Source code |
| ts_aug_awareness | Man page Source code |
| ts_aug_awaresmooth | Man page Source code |
| ts_aug_flip | Man page Source code |
| ts_aug_jitter | Man page Source code |
| ts_aug_none | Man page Source code |
| ts_aug_shrink | Man page Source code |
| ts_aug_stretch | Man page Source code |
| ts_aug_wormhole | Man page Source code |
| ts_darima | Man page Source code |
| ts_darima_as_matrix | Source code |
| ts_darima_as_numeric | Source code |
| ts_darima_design | Source code |
| ts_darima_inverse_safe | Source code |
| ts_darima_positions | Source code |
| ts_data | Man page Source code |
| ts_data_mv | Man page Source code |
| ts_det_as_series | Source code |
| ts_det_context_matrix | Source code |
| ts_det_infer_context_size | Source code |
| ts_det_match_context | Source code |
| ts_det_periodic_next | Source code |
| ts_det_persist_value | Source code |
| ts_deterministic | Man page Source code |
| ts_elm | Man page Source code |
| ts_fil_ema | Man page Source code |
| ts_fil_emd | Man page Source code |
| ts_fil_fft | Man page Source code |
| ts_fil_gabor | Man page Source code |
| ts_fil_hp | Man page Source code |
| ts_fil_kalman | Man page Source code |
| ts_fil_lowess | Man page Source code |
| ts_fil_ma | Man page Source code |
| ts_fil_none | Man page Source code |
| ts_fil_qes | Man page Source code |
| ts_fil_recursive | Man page Source code |
| ts_fil_remd | Man page Source code |
| ts_fil_seas_adj | Man page Source code |
| ts_fil_ses | Man page Source code |
| ts_fil_smooth | Man page Source code |
| ts_fil_spline | Man page Source code |
| ts_fil_wavelet | Man page Source code |
| ts_fil_winsor | Man page Source code |
| ts_head | Man page Source code |
| ts_integtune | Man page Source code |
| ts_knn | Man page Source code |
| ts_lagmap | Man page Source code |
| ts_lm_mv | Man page Source code |
| ts_mlp | Man page Source code |
| ts_mv_spec | Man page Source code |
| ts_norm_an | Man page Source code |
| ts_norm_diff | Man page Source code |
| ts_norm_gminmax | Man page Source code |
| ts_norm_none | Man page Source code |
| ts_norm_swminmax | Man page Source code |
| ts_periodic | Man page Source code |
| ts_persist | Man page Source code |
| ts_projection | Man page Source code |
| ts_reg | Man page Source code |
| ts_reg_mv | Man page Source code |
| ts_regsw | Man page Source code |
| ts_regsw_mv | Man page Source code |
| ts_rf | Man page Source code |
| ts_sample | Man page Source code |
| ts_svm | Man page Source code |
| ts_tune | Man page Source code |
| ts_var | Man page Source code |
| ts_var_build_design | Source code |
| ts_var_fit_order | Source code |
| ts_var_next_row | Source code |
| ts_var_select_order | Source code |
| ts_warma | Man page Source code |
| ts_warma_as_matrix | Source code |
| ts_warma_as_numeric | Source code |
| ts_warma_design | Source code |
| ts_warma_inverse_safe | Source code |
| ts_warma_inverse_y | Source code |
| ts_warma_local_series | Source code |
| ts_warma_normalize_xy | Source code |
| ts_warma_positions | Source code |
| ts_warma_select_steps | Source code |
| tsanutils | Man page Source code |
| tsd | Man page |
| tslag_acf | Source code |
| tslag_acf_seasonal | Source code |
| tslag_blocks | Source code |
| tslag_complete_positions | Source code |
| tslag_discretize | Source code |
| tslag_estimate_seasonality | Source code |
| tslag_even | Source code |
| tslag_geom | Source code |
| tslag_lag_to_position | Source code |
| tslag_merge_lags | Source code |
| tslag_mi | Source code |
| tslag_mrmr | Source code |
| tslag_mutual_information | Source code |
| tslag_pacf | Source code |
| tslag_pacf_seasonal | Source code |
| tslag_parse_lag_numbers | Source code |
| tslag_peak_lags | Source code |
| tslag_peaks | Source code |
| tslag_position_to_lag | Source code |
| tslag_recent | Source code |
| tslag_reconstruct_series | Source code |
| tslag_score_acf | Source code |
| tslag_score_pacf | Source code |
| tslag_seasonal | Source code |
| tslag_seasonal_lags | Source code |
| tslag_select_top_scores | Source code |
| tslagutils | Man page Source code |
| winsorize | Source code |
