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healthyR.ts (development version)

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 in ts_random_walk() that would generate 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 value and correct lagged differences.
  4. #521 - Fix for CRAN maintenance.
  5. Remove timetk::step_holiday_signature() as it is throwing recycle erros in boilerplate functions and I currently cannot figure out why.

healthyR.ts 0.3.0

Breaking Changes

None

New Features

  1. Fix #484 - Add function util_log_ts()
  2. Fix #485 - Add function util_singlediff_ts()
  3. Fix #486 - Add function util_doublediff_ts()
  4. Fix #487 - Add function util_difflog_ts()
  5. Fix #488 - Add function util_doubledifflog_ts()

Minor Fixes and Improvements

  1. Fix #480 - Add attributes to output of ts_growth_rate_vec()
  2. Fix #481 #483 - Update auto_stationarize()
  3. Fix #489 - Update ts_auto_arima() to utilize the parsnip engine of auto_arima if .tune is set to FALSE

healthyR.ts 0.2.11

Breaking Changes

None

New Features

  1. Fix #459 - Add function ts_growth_rate_vec()
  2. Fix #463 - Add function ts_adf_test()
  3. Fix #417 - Add function auto_stationarize()
  4. Fix #460 - Add function ts_growth_rate_augment()

Minor Fixes and Improvements

  1. Fix #456 Fix boilerplate examples to set the .true param to FALSE

healthyR.ts 0.2.10

Breaking Changes

  1. Fix #439 fix-example-rsample 6366226ec2dccdc296037e8e7efadf89994e6a1d from @hfrick

New Features

None

Minor Fixes and Improvements

None

healthyR.ts 0.2.9

Breaking Changes

None

New Features

None

Minor Fixes and Improvements

  1. Fix #436 - Modify all boilerplate fitting functions to use tune::show_best(n = 1) instead of Inf and using dplyr::slice(1)

healthyR.ts 0.2.8

Breaking Changes

  1. Fix #424 - Require R >= 3.3

New Features

None

Minor Fixes and Improvements

  1. Fix #425 - Fix ts_ma_plt() errors stemming from deprecations. Also fixed examples of all boilerplate functions.

healthyR.ts 0.2.7

Breaking Changes

None

New Features

  1. Fix #397 - Add function ts_geometric_brownian_motion()
  2. Fix #402 - Add function ts_brownian_motion_augment()
  3. Fix #403 - Add function ts_geometric_brownian_motion_augment()
  4. Fix #404 - Add function ts_brownian_motion_plot()

Minor Fixes and Improvements

  1. Fix #395 - Update and optimize ts_brownian_motion() 49x speedup by way of vectorization.
  2. Fix #412 - Update all brownian motion functions to have an attribute of .motion_type
  3. Fix #411 - Drop the invisible return for ts_vva_plot()

healthyR.ts 0.2.6

Breaking Changes

None

New Features

  1. Fix #389 - Add function ts_brownian_motion()

Minor Fixes and Improvements

  1. Fix #387 - Fix documentation for ts_scedacity_scatter_plot()

healthyR.ts 0.2.5

Breaking Changes

None

New Features

None

Minor Fixes and Improvements

  1. Fix #380 - Fix ts_lag_correlation() to fix a bug in the correlation matrix calculation where columns may come through that are not 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 and Improvements

  1. Fix #368 - Pull request from @EmilHvitfeldt to use recipes::check_type() on recipe functions.
  2. Fix #370 - Update ts_model_spec_tune_template() to set regression as the argument to parsnip::set_mode() which fires a failure in the ts_model_auto_tune() not running on newer versions of parsnip

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 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:
  • ts_acceleration_vec()
  • ts_acceleration_augment()
  • step_ts_acceleration()
  1. 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

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

  • Added functions
  1. ts_qc_run_chart
  2. ts_compare_data

healthyR.ts 0.0.0.9001

  • Added fuctions
  1. ts_random_walk
  2. ts_random_walk_ggplot_layers

healthyR.ts 0.0.0.9000

  • Added a NEWS.md file to track changes to the package.