Files in forecastML

Time Series Forecasting with Machine Learning Methods

MD5

README.md

NAMESPACE

DESCRIPTION

LICENSE

build/vignette.rds

data/data_buoy.rda

data/data_seatbelts.rda

data/data_buoy_gaps.rda

R/train_model.R R/data_buoy.R R/data_seatbelts.R R/create_skeleton.R R/create_windows.R R/zzz.R R/fill_gaps.R R/combine_forecasts.R R/return_hyper.R R/lagged_df.R R/return_error.R R/data_buoy_gaps.R R/examples/example_combine_forecasts.R R/examples/example_return_error.R R/examples/example_plot_lagged_df.R R/examples/example_create_lagged_df.R R/examples/example_fill_gaps.R R/examples/example_create_windows.R R/examples/example_train_model.R R/examples/example_return_hyper.R R/examples/example_plot_windows.R R/examples/example_predict_train_model.R

tools/forecastML_factor_plot.png

tools/multi_outcome_train_plot.png

tools/direct_forecast_illustration.PNG

tools/forecasts_python.png

tools/lightning_example.png

tools/sequence_forecast_level.png

tools/multi_outcome_forecast_plot.png

tools/sequence_forecast_prob.png

tools/sequence_valid_level.png

tools/features_table.png

tools/validation_data_forecasts_python.png

tools/sequence_windows.png

tools/forecastML_cheat_sheet.PNG

tools/sequence_valid_prob.png

tools/forecastML_cheat_sheet_data.PNG

tools/forecasts.png

tools/forecastML_plot.png

tools/validation_data_forecasts.png

tools/forecastML_cheat_sheet_model.PNG

vignettes/forecast_combination_3.png

vignettes/lagged_features.Rmd vignettes/combine_forecasts.Rmd

vignettes/forecast_combination_2.png

vignettes/direct_forecast.png

vignettes/custom_functions.Rmd

vignettes/forecastML_logo.png

vignettes/forecast_combination_1.png

vignettes/direct_forecasting.gif

vignettes/package_overview.Rmd

vignettes/features_table.png

vignettes/grouped_forecast.Rmd

vignettes/multi_output_forecast.png

vignettes/forecastML_plot.png

man/summary.lagged_df.Rd man/predict.forecast_model.Rd man/create_lagged_df.Rd man/return_hyper.Rd man/plot.forecastML.Rd man/plot.lagged_df.Rd man/fill_gaps.Rd man/plot.forecast_error.Rd man/data_buoy_gaps.Rd man/plot.forecast_model_hyper.Rd man/create_skeleton.Rd man/combine_forecasts.Rd man/train_model.Rd man/plot.validation_error.Rd man/plot.windows.Rd man/data_seatbelts.Rd man/return_error.Rd man/create_windows.Rd man/plot.training_results.Rd man/data_buoy.Rd man/plot.forecast_results.Rd

man/figures/forecastML_logo.png

tests/testthat.R tests/testthat/test_combine_forecasts.R tests/testthat/test_return_error.R tests/testthat/test_return_hyper.R tests/testthat/test_create_lagged_df_grouped_multi_output.R tests/testthat/test_create_lagged_df_lookback.R tests/testthat/test_fill_gaps.R tests/testthat/test_create_lagged_df_horizons_multi_output.R tests/testthat/test_create_skeleton.R tests/testthat/test_create_windows.R tests/testthat/test_create_lagged_df_horizons.R tests/testthat/test_create_lagged_df_lookback_multi_output.R tests/testthat/test_cv.R tests/testthat/test_train_model.R tests/testthat/test_create_lagged_df_grouped.R tests/testthat/test_create_lagged_df_nongrouped.R inst/doc/lagged_features.Rmd inst/doc/combine_forecasts.Rmd inst/doc/lagged_features.R inst/doc/grouped_forecast.R inst/doc/custom_functions.Rmd

inst/doc/custom_functions.html

inst/doc/custom_functions.R inst/doc/package_overview.Rmd inst/doc/package_overview.R inst/doc/combine_forecasts.R

inst/doc/combine_forecasts.html

inst/doc/package_overview.html

inst/doc/grouped_forecast.Rmd

inst/doc/lagged_features.html

inst/doc/grouped_forecast.html

forecastML documentation built on July 8, 2020, 7:27 p.m.