healthyR.ts 0.2.3

Breaking Changes

None

New Features

1. Fix #357 - Add function ts_wfs_xgboost()

Minor Fixes and Improvements

1. Fix #358 - Update ts_calendar_heatmap_plot() Change weekdays and Monthls
   to abbreviated labels.

healthyR.ts 0.2.2

Breaking Changes

1. Fix 345 - Fix ts_sma_plot() There is a change in the API of this function.
   It now requires a data.frame/tibble to be passed to the .data parameter, and
   it also now requires the input of a date column and value column. This also now
   no longer returns invisible. There was also a fix in the sliding calculation
   to appropriately use the given value column.

New Features

1. Fix #342 - Add function ts_extract_auto_fitted_workflow() Which will pull
   out the fitted workflow from any of the Boilerplate functions.

Minor Fixes and Improvements

1. Fix #343 - Add attributes to output list of boilerplate functions.
2. Fix #347 - Fix ts_auto_lm() by dropping step_rm() and step_corr() which
   would prevent calibrate_and_plot() from working due to modeltime_calibration()
   failing. Also dropped unused parameters from function and documentation.
3. Fix #349 - Fix to ts_lag_correlation() select statement.

healthyR.ts 0.2.1

Breaking Changes

None

New Features

1. Fix #306 - Add function ts_time_event_analysis_tbl()
2. Fix #315 - Add function ts_lag_correlation()
3. Fix #327 - Add some date helpers
4. Fix #326 - Add functions ci_hi() and ci_lo()
5. Fix #325 - Add function ts_event_analysis_plot()

Minor Fixes and Improvements

1. Fix #333 - Update ts_model_auto_tune() and ts_model_spec_tune_template() to
   accept svm_poly and svm_rbf. This helps in allowing users to auto tune models
   that are create by ts_wfs_svm_poly() and ts_wfs_svm_rbf() functions respectively.
   Also added "model_spec_class" to the output of the ts_model_auto_tune() function.

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 were 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:

• ts_acceleration_vec()
• ts_acceleration_augment()
• step_ts_accleration()

4. Fix #155 - Add functions:

• ts_velocity_vec()
• ts_velocity_augment()
• step_ts_velocity()

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

Quick fix of dropping mtry from the xgboost ts_auto_tune_template

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.