Files in finnts

Microsoft Finance Time Series Forecasting Framework

NEWS.md README.md R/multistep_mars.R R/models.R R/parallel_util.R R/ensemble_models.R R/multistep_svm_poly.R R/multistep_xgboost.R R/multistep_svm_rbf.R R/train_models.R R/final_models.R R/input_checks.R R/prep_data.R R/multistep_helper.R R/run_info.R R/read_write_data.R R/prep_models.R R/utility.R R/multistep_cubist.R R/forecast_time_series.R R/multistep_glmnet.R R/feature_selection.R R/hierarchy.R inst/doc/best-model-selection.R inst/doc/forecast-components.R inst/doc/back-testing-and-hyperparameter-tuning.Rmd inst/doc/tips-for-production.R inst/doc/external-regressors.R inst/doc/hierarchical-forecasting.R inst/doc/tips-for-production.Rmd inst/doc/parallel-processing.Rmd inst/doc/feature-selection.Rmd inst/doc/best-model-selection.Rmd inst/doc/parallel-processing.R inst/doc/finnts.R inst/doc/feature-selection.R inst/doc/external-regressors.Rmd inst/doc/finnts.Rmd inst/doc/feature-engineering.Rmd inst/doc/back-testing-and-hyperparameter-tuning.R inst/doc/models-used-in-finnts.Rmd inst/doc/feature-engineering.R inst/doc/models-used-in-finnts.R inst/doc/hierarchical-forecasting.Rmd inst/doc/forecast-components.Rmd tests/testthat.R tests/testthat/test-multistep_horizon.R tests/testthat/test-hierarchical.R tests/testthat/test-forecast_time_series.R vignettes/back-testing-and-hyperparameter-tuning.Rmd vignettes/tips-for-production.Rmd vignettes/parallel-processing.Rmd vignettes/feature-selection.Rmd vignettes/best-model-selection.Rmd vignettes/external-regressors.Rmd vignettes/finnts.Rmd vignettes/feature-engineering.Rmd vignettes/models-used-in-finnts.Rmd vignettes/hierarchical-forecasting.Rmd vignettes/forecast-components.Rmd man/translate.svm_rbf_multistep.Rd man/print.xgboost_multistep.Rd man/svm_poly_multistep_fit_impl.Rd man/print.mars_multistep_fit_impl.Rd man/predict.glmnet_multistep_fit_impl.Rd man/train_models.Rd man/svm_rbf_multistep_predict_impl.Rd man/mars_multistep_predict_impl.Rd man/get_forecast_data.Rd man/print.cubist_multistep_fit_impl.Rd man/mars_multistep_fit_impl.Rd man/prep_data.Rd man/prep_models.Rd man/update.svm_rbf_multistep.Rd man/print.xgboost_multistep_fit_impl.Rd man/predict.cubist_multistep_fit_impl.Rd man/translate.cubist_multistep.Rd man/xgboost_multistep.Rd man/print.svm_rbf_multistep_fit_impl.Rd man/print.svm_poly_multistep.Rd man/glmnet_multistep.Rd man/print.svm_poly_multistep_fit_impl.Rd man/get_prepped_models.Rd man/get_run_info.Rd man/translate.xgboost_multistep.Rd man/print.glmnet_multistep_fit_impl.Rd man/cubist_multistep_fit_impl.Rd man/svm_rbf_multistep_fit_impl.Rd man/forecast_time_series.Rd man/set_run_info.Rd man/translate.svm_poly_multistep.Rd man/svm_rbf_multistep.Rd man/predict.xgboost_multistep_fit_impl.Rd man/cubist_multistep.Rd man/predict.mars_multistep_fit_impl.Rd man/xgboost_multistep_predict_impl.Rd man/svm_poly_multistep.Rd man/mars_multistep.Rd man/list_models.Rd man/predict.svm_poly_multistep_fit_impl.Rd man/glmnet_multistep_predict_impl.Rd man/update.glmnet_multistep.Rd man/ensemble_models.Rd man/glmnet_multistep_fit_impl.Rd man/translate.mars_multistep.Rd man/print.cubist_multistep.Rd man/cubist_multistep_predict_impl.Rd man/final_models.Rd man/update.svm_poly_multistep.Rd man/update.xgboost_multistep.Rd man/update.cubist_multistep.Rd man/get_trained_models.Rd man/update.mars_multistep.Rd man/predict.svm_rbf_multistep_fit_impl.Rd man/get_prepped_data.Rd man/translate.glmnet_multistep.Rd man/print.svm_rbf_multistep.Rd man/print.glmnet_multistep.Rd man/svm_poly_multistep_predict_impl.Rd man/xgboost_multistep_fit_impl.Rd man/print.mars_multistep.Rd