API for ing-bank/tsforecast
Time Series Forecasting Pipeline

Global functions
add_all_multivariate_forecast_models Man page Source code
add_all_univariate_forecast_models Man page Source code
add_ctree_forecast_model Man page Source code
add_fc_errors_to_main_forecasting_table Man page Source code
add_fc_models_to_main_forecasting_table Man page Source code
add_fc_values_all_split_dates Man page Source code
add_fc_values_per_split_date Man page Source code
add_forecast_to_data Source code
add_hierarchical_fc_models_to_main_forecasting_table Man page Source code
add_kalman_forecast_model Man page Source code
add_mean_ensemble_fc_methods Man page Source code
add_missing_attributes_to_ts_object Man page Source code
add_multivariate_forecast_model Man page Source code
add_prophet_forecast_model Man page Source code
add_randomforest_forecast_model Man page Source code
add_recursive_ml_forecast_model Man page Source code
add_rpart_forecast_model Man page Source code
add_ts_object_split Man page Source code
add_univariate_forecast_model Man page Source code
apply_fforma_model Man page Source code
calculate_MASE Man page Source code
calculate_forecast_errors Man page Source code
calculate_parallel_speedup Source code
change_ts_object_seasonality Man page Source code
cleanup_multivariate_ts_object Man page Source code
compare_forecast_per_group Man page Source code
compare_forecast_performance_per_group Man page Source code
compare_forecasts_performance Man page Source code
compare_forecasts_with_actuals Man page Source code
create_combined_fc_errors_table Man page Source code
create_hierarchical_univariate_example_data Source code
create_main_forecasting_table Man page Source code
create_ungrouped_main_forecasting_table Man page Source code
create_univariate_example_data Source code
ctree_fit Man page Source code
decide_on_parallel_run Man page Source code
decompose_ts_object_for_ML Man page Source code
diff Source code
example_series Source code
feature_extract_drift Source code
feature_extract_lag Source code
feature_extract_ts Source code
filter_stationary_columns Man page Source code
force_to_uniseasonal_ts_object Man page Source code
force_to_univariate_ts_object Man page Source code
forecast_recursively Source code
generate_training_data_from_M4 Man page Source code
get_actuals_from_main_forecasting_table Man page Source code
get_best_forecast_methods Man page Source code
get_bottom_up_fc_values Man page Source code
get_consistent_fc_values Man page Source code
get_fc_periods Man page Source code
get_fitted_forecast_values Man page Source code
get_fitted_prophet_values Man page Source code
get_fitted_tree_forest_values Man page Source code
get_forecast_accuracy_overview Man page Source code
get_forecasts Source code
get_periodogram Man page Source code
get_seasonality_additive Man page Source code
get_ts_features Man page Source code
inv_diff Source code
inv_log_returns Source code
inv_pct_diff Source code
log_returns Source code
mask_future_values Source code
pct_diff Source code
plot_hierarchical_forecasts Man page Source code
plot_xreg Man page Source code
plot_xreg_drivers Man page Source code
prepare_fforma_training_data Man page Source code
randomforest_fit Man page Source code
rpart_fit Man page Source code
run_example Man page Source code
show_documentation Man page Source code
split_ts_object Man page Source code
start_forecast_analysis_dashboard Man page Source code
store_main_forecasting_table_for_fforma Man page Source code
sum_ts_objects Man page Source code
supported_fc_methods Man page
supported_fc_methods_multi_var Man page Source code
supported_fc_methods_uni_var Man page Source code
train_fforma_model Man page Source code
transform Source code
transform_cols Source code
trim_ts_object Man page Source code
ts_object_to_periods Man page Source code
ts_object_to_tibble Man page Source code
union_ts_objects Man page Source code
update_main_forecasting_table Man page Source code
ing-bank/tsforecast documentation built on Sept. 18, 2020, 9:40 a.m.