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healthyR.ts 0.3.1

Breaking Changes

  1. Fix #509 - Drop invisible returns.

New Features

None

Minor Fixes and Improvements

    1. Fix #511 - Fix a bug ints_random_walk() that wouldgenerate 3 runs when run was set to less than 2.
  2. #518 - Fix ts_qq_plot() - Add color and alpha to the output.
  3. #516 - Fix ts_vva_plot() - Correct to add cumsum of the passed valueand correct lagged differences.
  4. #521 - Fix for CRAN maintenance.
  5. Removetimetk::step_holiday_signature() as it isthrowing recycle erros in boilerplate functions and I currently cannotfigure out why.

healthyR.ts 0.3.0

Breaking Changes

None

New Features

  1. Fix #484 - Add functionutil_log_ts()
  2. Fix #485 - Add functionutil_singlediff_ts()
  3. Fix #486 - Add functionutil_doublediff_ts()
  4. Fix #487 - Add functionutil_difflog_ts()
  5. Fix #488 - Add functionutil_doubledifflog_ts()

Minor Fixes andImprovements

  1. Fix #480 - Add attributes to output ofts_growth_rate_vec()
  2. Fix #481 #483 - Updateauto_stationarize()
  3. Fix #489 - Updatets_auto_arima() to utilize theparsnip engine ofauto_arima if.tune is settoFALSE

healthyR.ts 0.2.11

Breaking Changes

None

New Features

  1. Fix #459 - Add functionts_growth_rate_vec()
  2. Fix #463 - Add functionts_adf_test()
  3. Fix #417 - Add functionauto_stationarize()
  4. Fix #460 - Add functionts_growth_rate_augment()

Minor Fixes andImprovements

  1. Fix #456 Fix boilerplate examples to set the.trueparam toFALSE

healthyR.ts 0.2.10

Breaking Changes

  1. Fix #439 fix-example-rsample6366226ec2dccdc296037e8e7efadf89994e6a1d from@hfrick

New Features

None

Minor Fixes andImprovements

None

healthyR.ts 0.2.9

Breaking Changes

None

New Features

None

Minor Fixes andImprovements

  1. Fix #436 - Modify allboilerplate fitting functions to usetune::show_best(n = 1) instead ofInf andusingdplyr::slice(1)

healthyR.ts 0.2.8

Breaking Changes

  1. Fix #424 - Require R >= 3.3

New Features

None

Minor Fixes andImprovements

  1. Fix #425 - Fixts_ma_plt() errors stemming fromdeprecations. Also fixed examples of all boilerplate functions.

healthyR.ts 0.2.7

Breaking Changes

None

New Features

  1. Fix #397 - Add functionts_geometric_brownian_motion()
  2. Fix #402 - Add functionts_brownian_motion_augment()
  3. Fix #403 - Add functionts_geometric_brownian_motion_augment()
  4. Fix #404 - Add functionts_brownian_motion_plot()

Minor Fixes andImprovements

  1. Fix #395 - Update and optimizets_brownian_motion() 49xspeedup by way of vectorization.
  2. Fix #412 - Update all brownian motion functions to have an attributeof.motion_type
  3. Fix #411 - Drop the invisible return forts_vva_plot()

healthyR.ts 0.2.6

Breaking Changes

None

New Features

  1. Fix #389 - Add functionts_brownian_motion()

Minor Fixes andImprovements

  1. Fix #387 - Fix documentation forts_scedacity_scatter_plot()

healthyR.ts 0.2.5

Breaking Changes

None

New Features

None

Minor Fixes andImprovements

  1. Fix #380 - Fixts_lag_correlation() to fix a bug in thecorrelation matrix calculation where columns may come through that arenot numeric and are not part of the original value and it’s lags.

healthyR.ts 0.2.4

Breaking Changes

None

New Features

None

Minor Fixes andImprovements

  1. Fix #368 - Pull request from@EmilHvitfeldt to userecipes::check_type() on recipe functions.
  2. Fix #370 - Updatets_model_spec_tune_template() to setregression as the argument toparsnip::set_mode() which fires a failure in thets_model_auto_tune() not running on newer versions ofparsnip

healthyR.ts 0.2.3

Breaking Changes

None

New Features

  1. Fix #357 - Add functionts_wfs_xgboost()

Minor Fixes andImprovements

  1. Fix #358 - Updatets_calendar_heatmap_plot() Changeweekdays and Monthls to abbreviated labels.

healthyR.ts 0.2.2

Breaking Changes

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

New Features

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

Minor Fixes andImprovements

  1. Fix #343 - Add attributes to output list of boilerplatefunctions.
  2. Fix #347 - Fixts_auto_lm() by droppingstep_rm() andstep_corr() which would preventcalibrate_and_plot() from working due tomodeltime_calibration() failing. Also dropped unusedparameters from function and documentation.
  3. Fix #349 - Fix tots_lag_correlation()select statement.

healthyR.ts 0.2.1

Breaking Changes

None

New Features

  1. Fix #306 - Add functionts_time_event_analysis_tbl()
  2. Fix #315 - Add functionts_lag_correlation()
  3. Fix #327 - Add some date helpers
  4. Fix #326 - Add functionsci_hi() andci_lo()
  5. Fix #325 - Add functionts_event_analysis_plot()

Minor Fixes andImprovements

  1. Fix #333 - Updatets_model_auto_tune() andts_model_spec_tune_template() to acceptsvm_poly andsvm_rbf. This helps in allowingusers to auto tune models that are create byts_wfs_svm_poly() andts_wfs_svm_rbf()functions respectively. Also added “model_spec_class” to the output ofthets_model_auto_tune() function.

healthyR.ts 0.2.0

Breaking Changes

None

New Features

  1. Fix #277 - Add functionts_auto_arima() boiler platefunction.
  2. Fix #284 - Add functionscolor_blind()ts_scale_fill_colorblind() andts_scale_color_colorblind()
  3. Fix #278 - Add functionts_auto_smooth_es()
  4. Fix #279 - Add functionts_auto_theta()
  5. Fix #280 - Add functionts_auto_lm()
  6. Fix #281 - Add functionts_auto_svm_poly()
  7. Fix #282 - Add functionts_auto_svm_rbf()

Minor Fixes andImprovements

  1. Fix #275 - Correctts_auto_arima_xgboots() when.tune is FALSE.
  2. Fix #286 - Change the boilerplate recipe to keep the date column andchange it to a numeric rather than using step_rm() instead usestep_mutate(as.numeric())
  3. Fix #288 - Update tune template helper function smooth_es to usetune::tune()
  4. Fix #291 - Move kmeans functions from usinghealthyR tohealthyR.ai in anticipation of droppingkmeansfunctionality fromhealthyR

healthyR.ts 0.1.9

Breaking Changes

None

New Features

  1. Fix #223 - Add functionts_arima_simulator()
  2. Fix #227 - Add functionts_feature_cluster()
  3. Fix #228 - Add functionts_feature_cluster_plot()
  4. Fix #241 - Add functionts_auto_glmnet()
  5. Fix #243 - Add functionts_auto_xgboost()
  6. Fix #244 - Add functionts_auto_arima_xgboost()
  7. Fix #245 - Add functionts_auto_mars()
  8. Fix #246 - Add functionts_auto_exp_smoothing()
  9. Fix #247 - Add functionts_auto_croston()
  10. Fix #248 - Add functionts_auto_nnetar()
  11. Fix #250 - Add functionts_auto_prophet_reg()
  12. Fix #251 - Add functionts_auto_prophet_boost()

Minor Fixes andImprovements

  1. Fix #212 - Update recipes to use the new[recipes::print_step()] method.
  2. Fix #229 - Change all plots toggplot2::theme_minimal()
  3. Fix #242 - Addhardhat to DESCRIPTION sincefunctionality like extracting dials parameters was taken out of dialsand moved to hardhat.

healthyR.ts 0.1.8

Breaking Changes

None

New Features

  1. Fix #201 - Add Fittedts and Fittedtibbledata to output.
  2. Fix #202 - Add Residualsts and Residualstibble data to output.
  3. Fix #204 - AddArima() models with xreg tots_forecast_simulator()

Minor Fixes andImprovements

  1. Fix #199 - Updatemodel_extraction_helper() to utilizeforecast:::arima.string() under the hood forArimaarima andauto.arima modelsproduced by theforecast package.
  2. Fix #195 - Drop need forcrayon,cli, andrstudioapi since all it did was make a welcome message thatcan be done with regularprint() method.
  3. Fix #213 - Update navigation bar.

healthyR.ts 0.1.7

Breaking Changes

None

New Features

  1. Fix #181 - Add functionts_qq_plot()
  2. Fix #180 - Add functionts_scedacity_scatter_plot()
  3. Fix #179 - Add functionts_model_rank_tbl()

Minor Fixes and Improvments

  1. Fix #178 - Extendmodel_extraction_helper() to grabworkflowmodel_spec andmodel_fitobjects.

healthyR.ts 0.1.6

Breaking Changes

None

New Features

  1. Fix #157 - Add functionts_vva_plot()
  2. Fix #149 - Add functionts_model_compare()
  3. Fix #156 - Add functions:
  1. Fix #155 - Add functions:

Minor Fixes andImprovements

  1. Fix #159 - Add parameter.date_col tots_sma_plot() so that if a tibble is passed the appropriatecolumn is passed to theggplot object.
  2. Fix #164 - Updatemodel_extraction_helper() function toextract workflow fit models.

healthyR.ts 0.1.5

Breaking Changes

None

New Features

None

Minor Fixes andImprovements

Fix #143 - Dropmtry = tune::tune() fromts_model_spec_tune_template as it causes issuesdownstream.

healthyR.ts 0.1.4

Breaking Changes

None

New Features

  1. Fix #90 - Addtidy_fft() function
  2. Fix #92 - Addts_info_tbl() function
  3. Fix #96 - Addts_sma_plot() function
  4. Fix #98 - Addts_to_tbl() function
  5. Fix #103 - Addts_model_auto_tune() function
  6. Fix #104 - Addts_model_spec_tune_template()function
  7. Fix #114 - Addts_wfs_auto_arima() function
  8. Fix #117 - Addts_wfs_arima_boost() function
  9. Fix #122 - Addts_wfs_ets_reg() function
  10. Fix #125 - Addts_wfs_nnetar_reg() function
  11. Fix #128 - Addts_wfs_prophet_reg() function

Minor Fixes andImprovements

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

healthyR.ts 0.1.3

Breaking Changes

None

New Features

  1. Fix #36 - Addts_forecast_simulator() function
  2. Fix #45 - Addcalibrate_and_plot() helper function
  3. Fix #46 - Addts_wfs_lin_reg(),ts_wfs_mars(),ts_wfs_svm_poly(),ts_wfs_svm_rbf()
  4. Fix #47 - Addmodel_extraction_helper() helperfunction
  5. Fix #51 - Addts_ma_plot() plotting function
  6. Fix #59 - Addts_calendar_heatmap_plot() plottingfunction
  7. Fix #65 - Addts_splits_plot() plotting function

Minor Fixes andImprovements

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

healthyR.ts 0.1.2

Breaking Changes

None

New Features

  1. Fix #16 - Addts_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

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