healthyR.ts 0.2.0

Breaking Changes

None

New Features

  1. Fix #277 - Add function ts_auto_arima() boiler plate function.
  2. Fix #284 - Add functions color_blind() ts_scale_fill_colorblind() and ts_scale_color_colorblind()
  3. Fix #278 - Add function ts_auto_smooth_es()
  4. Fix #279 - Add function ts_auto_theta()
  5. Fix #280 - Add function ts_auto_lm()
  6. Fix #281 - Add function ts_auto_svm_poly()
  7. Fix #282 - Add function ts_auto_svm_rbf()

Minor Fixes and Improvements

  1. Fix #275 - Correct ts_auto_arima_xgboots() when .tune is FALSE.
  2. Fix #286 - Change the boilerplate recipe to keep the date column and change it to a numeric rather than using step_rm() instead use step_mutate(as.numeric())
  3. Fix #288 - Update tune template helper function smooth_es to use tune::tune()
  4. Fix #291 - Move kmeans functions from using healthyR to healthyR.ai in anticipation of dropping kmeans functionality from healthyR

healthyR.ts 0.1.9

Breaking Changes

None

New Features

  1. Fix #223 - Add function ts_arima_simulator()
  2. Fix #227 - Add function ts_feature_cluster()
  3. Fix #228 - Add function ts_feature_cluster_plot()
  4. Fix #241 - Add function ts_auto_glmnet()
  5. Fix #243 - Add function ts_auto_xgboost()
  6. Fix #244 - Add function ts_auto_arima_xgboost()
  7. Fix #245 - Add function ts_auto_mars()
  8. Fix #246 - Add function ts_auto_exp_smoothing()
  9. Fix #247 - Add function ts_auto_croston()
  10. Fix #248 - Add function ts_auto_nnetar()
  11. Fix #250 - Add function ts_auto_prophet_reg()
  12. Fix #251 - Add function ts_auto_prophet_boost()

Minor Fixes and Improvements

  1. Fix #212 - Update recipes to use the new [recipes::print_step()] method.
  2. Fix #229 - Change all plots to ggplot2::theme_minimal()
  3. Fix #242 - Add hardhat to DESCRIPTION since functionality like extracting dials parameters was taken out of dials and moved to hardhat.

healthyR.ts 0.1.8

Breaking Changes

None

New Features

  1. Fix #201 - Add Fitted ts and Fitted tibble data to output.
  2. Fix #202 - Add Residuals ts and Residuals tibble data to output.
  3. Fix #204 - Add Arima() models with xreg to ts_forecast_simulator()

Minor Fixes and Improvements

  1. Fix #199 - Update model_extraction_helper() to utilize forecast:::arima.string() under the hood for Arima arima and auto.arima models produced by the forecast package.
  2. Fix #195 - Drop need for crayon, cli, and rstudioapi since all it did was make a welcome message that can be done with regular print() method.
  3. Fix #213 - Update navigation bar.

healthyR.ts 0.1.7

Breaking Changes

None

New Features

  1. Fix #181 - Add function ts_qq_plot()
  2. Fix #180 - Add function ts_scedacity_scatter_plot()
  3. Fix #179 - Add function ts_model_rank_tbl()

Minor Fixes and Improvments

  1. Fix #178 - Extend model_extraction_helper() to grab workflow model_spec and model_fit objects.

healthyR.ts 0.1.6

Breaking Changes

None

New Features

  1. Fix #157 - Add function ts_vva_plot()
  2. Fix #149 - Add function ts_model_compare()
  3. Fix #156 - Add functions:
  1. Fix #155 - Add functions:

Minor Fixes and Improvements

  1. Fix #159 - Add parameter .date_col to ts_sma_plot() so that if a tibble is passed the appropriate column is passed to the ggplot object.
  2. Fix #164 - Update model_extraction_helper() function to extract workflow fit models.

healthyR.ts 0.1.5

Breaking Changes

None

New Features

None

Minor Fixes and Improvements

Fix #143 - Drop mtry = tune::tune() from ts_model_spec_tune_template as it causes issues downstream.

healthyR.ts 0.1.4

Breaking Changes

None

New Features

  1. Fix #90 - Add tidy_fft() function
  2. Fix #92 - Add ts_info_tbl() function
  3. Fix #96 - Add ts_sma_plot() function
  4. Fix #98 - Add ts_to_tbl() function
  5. Fix #103 - Add ts_model_auto_tune() function
  6. Fix #104 - Add ts_model_spec_tune_template() function
  7. Fix #114 - Add ts_wfs_auto_arima() function
  8. Fix #117 - Add ts_wfs_arima_boost() function
  9. Fix #122 - Add ts_wfs_ets_reg() function
  10. Fix #125 - Add ts_wfs_nnetar_reg() function
  11. Fix #128 - Add ts_wfs_prophet_reg() function

Minor Fixes and Improvements

  1. Fix #105 - Fix ts_auto_recipe() bug that forced the change of column names in the output. This has been fixed and the column names supplied will now be in the recipe terms.

healthyR.ts 0.1.3

Breaking Changes

None

New Features

  1. Fix #36 - Add ts_forecast_simulator() function
  2. Fix #45 - Add calibrate_and_plot() helper function
  3. Fix #46 - Add ts_wfs_lin_reg(), ts_wfs_mars(), ts_wfs_svm_poly(), ts_wfs_svm_rbf()
  4. Fix #47 - Add model_extraction_helper() helper function
  5. Fix #51 - Add ts_ma_plot() plotting function
  6. Fix #59 - Add ts_calendar_heatmap_plot() plotting function
  7. Fix #65 - Add ts_splits_plot() plotting function

Minor Fixes and Improvements

  1. Fix #40 - Add ggplot object
  2. Fix #54 - Drop xts::legend and add .align = “right” to slidify_vec function
  3. Fix #62 - Fix ggplot title for Arima models

healthyR.ts 0.1.2

Breaking Changes

None

New Features

  1. Fix #16 - Add ts_auto_recipe() function

Minor Fixes and Improvments

None

healthyR.ts 0.1.1

healthyR.ts 0.1.0

  1. ts_qc_run_chart
  2. ts_compare_data

healthyR.ts 0.0.0.9001

  1. ts_random_walk
  2. ts_random_walk_ggplot_layers

healthyR.ts 0.0.0.9000