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
