From dfe10585873db243c1dc94ba019f860d1fc46227 Mon Sep 17 00:00:00 2001 From: mitokic Date: Thu, 30 May 2024 21:14:58 +0000 Subject: [PATCH] cli-140-3207 --- 404.html | 2 +- CODE_OF_CONDUCT.html | 2 +- LICENSE-text.html | 2 +- LICENSE.html | 2 +- SECURITY.html | 2 +- SUPPORT.html | 2 +- apple-touch-icon-120x120.png | Bin 18346 -> 18346 bytes apple-touch-icon-152x152.png | Bin 26145 -> 26145 bytes apple-touch-icon-180x180.png | Bin 33554 -> 33554 bytes apple-touch-icon-60x60.png | Bin 6753 -> 6753 bytes apple-touch-icon-76x76.png | Bin 9567 -> 9567 bytes apple-touch-icon.png | Bin 33554 -> 33554 bytes ...ack-testing-and-hyperparameter-tuning.html | 12 ++--- articles/best-model-selection.html | 2 +- articles/external-regressors.html | 2 +- articles/feature-engineering.html | 2 +- articles/feature-selection.html | 2 +- articles/finnts.html | 25 +++++----- articles/forecast-components.html | 15 +++--- articles/hierarchical-forecasting.html | 2 +- articles/index.html | 2 +- articles/models-used-in-finnts.html | 2 +- articles/parallel-processing.html | 2 +- articles/tips-for-production.html | 2 +- authors.html | 2 +- favicon-16x16.png | Bin 1300 -> 1300 bytes favicon-32x32.png | Bin 2703 -> 2703 bytes index.html | 2 +- news/index.html | 11 +++-- pkgdown.yml | 2 +- reference/cubist_multistep.html | 2 +- reference/cubist_multistep_fit_impl.html | 2 +- reference/cubist_multistep_predict_impl.html | 2 +- reference/ensemble_models.html | 20 ++++---- reference/final_models.html | 44 +++++++----------- reference/forecast_time_series.html | 24 ++++++---- reference/get_forecast_data.html | 21 +++++---- reference/get_prepped_data.html | 6 +-- reference/get_prepped_models.html | 12 ++--- reference/get_run_info.html | 4 +- reference/get_trained_models.html | 23 ++++----- reference/glmnet_multistep.html | 2 +- reference/glmnet_multistep_fit_impl.html | 2 +- reference/glmnet_multistep_predict_impl.html | 2 +- reference/index.html | 2 +- reference/list_models.html | 2 +- reference/mars_multistep.html | 2 +- reference/mars_multistep_fit_impl.html | 2 +- reference/mars_multistep_predict_impl.html | 2 +- .../predict.cubist_multistep_fit_impl.html | 2 +- .../predict.glmnet_multistep_fit_impl.html | 2 +- .../predict.mars_multistep_fit_impl.html | 2 +- .../predict.svm_poly_multistep_fit_impl.html | 2 +- .../predict.svm_rbf_multistep_fit_impl.html | 2 +- .../predict.xgboost_multistep_fit_impl.html | 2 +- reference/prep_data.html | 4 +- reference/prep_models.html | 12 ++--- reference/print.cubist_multistep.html | 2 +- .../print.cubist_multistep_fit_impl.html | 2 +- reference/print.glmnet_multistep.html | 2 +- .../print.glmnet_multistep_fit_impl.html | 2 +- reference/print.mars_multistep.html | 2 +- reference/print.mars_multistep_fit_impl.html | 2 +- reference/print.svm_poly_multistep.html | 2 +- .../print.svm_poly_multistep_fit_impl.html | 2 +- reference/print.svm_rbf_multistep.html | 2 +- .../print.svm_rbf_multistep_fit_impl.html | 2 +- reference/print.xgboost_multistep.html | 2 +- .../print.xgboost_multistep_fit_impl.html | 2 +- reference/set_run_info.html | 4 +- reference/svm_poly_multistep.html | 2 +- reference/svm_poly_multistep_fit_impl.html | 2 +- .../svm_poly_multistep_predict_impl.html | 2 +- reference/svm_rbf_multistep.html | 2 +- reference/svm_rbf_multistep_fit_impl.html | 2 +- reference/svm_rbf_multistep_predict_impl.html | 2 +- reference/train_models.html | 30 ++++++------ reference/translate.cubist_multistep.html | 2 +- reference/translate.glmnet_multistep.html | 2 +- reference/translate.mars_multistep.html | 2 +- reference/translate.svm_poly_multistep.html | 2 +- reference/translate.svm_rbf_multistep.html | 2 +- reference/translate.xgboost_multistep.html | 2 +- reference/update.cubist_multistep.html | 2 +- reference/update.glmnet_multistep.html | 2 +- reference/update.mars_multistep.html | 2 +- reference/update.svm_poly_multistep.html | 2 +- reference/update.svm_rbf_multistep.html | 2 +- reference/update.xgboost_multistep.html | 2 +- reference/xgboost_multistep.html | 2 +- reference/xgboost_multistep_fit_impl.html | 2 +- reference/xgboost_multistep_predict_impl.html | 2 +- 92 files changed, 203 insertions(+), 200 deletions(-) diff --git a/404.html b/404.html index 071a1fcc..56ccc73a 100644 --- a/404.html +++ b/404.html @@ -45,7 +45,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html index badb5660..f5cd66ef 100644 --- a/CODE_OF_CONDUCT.html +++ b/CODE_OF_CONDUCT.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/LICENSE-text.html b/LICENSE-text.html index dd5e601d..bb1275b9 100644 --- a/LICENSE-text.html +++ b/LICENSE-text.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/LICENSE.html b/LICENSE.html index ce9cf880..2d088b27 100644 --- a/LICENSE.html +++ b/LICENSE.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/SECURITY.html b/SECURITY.html index bc5b9597..3fb83a47 100644 --- a/SECURITY.html +++ b/SECURITY.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/SUPPORT.html b/SUPPORT.html index 6482f64a..631c9fd8 100644 --- a/SUPPORT.html +++ b/SUPPORT.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/apple-touch-icon-120x120.png b/apple-touch-icon-120x120.png index 6b505631f4dfb605bdf2720ee6675180078c0144..b4bcb9dea3c5d48f4503bf3931d800134628bb6d 100644 GIT binary patch delta 78 zcmZ40&$z0eaY7|0tDGp8QJR4Z)5fMkH*r&4V}lSQLn}iAD^mk)0|P4qgO1(r9VT#PFQ)}lOzl}|WZsI1oMwTH)Mph=~Rt84e1_o9J248mN*-qwi Qm%=93`utksWNY_)0GW~(aR2}S diff --git a/apple-touch-icon-152x152.png b/apple-touch-icon-152x152.png index b3754083fb76b7cee6af3df21625d1159445b47d..1f95fefb4e1100ffcb22c33c34b8c787eec532ad 100644 GIT binary patch delta 78 zcmZ2@hH>E;#tD_2ta74U#)9T0Q#LleND(*HH8uz_GPE)@urf8&HZZUE;#tD_2EV5$y%%A$!+}POkB1POp*T^!&$jHjX+{(aM+rYrez#!;sYUkv} RR4Ht7$`kIIPTrK74*(p^8C?JX diff --git a/apple-touch-icon-180x180.png b/apple-touch-icon-180x180.png index 39569ff6d866fbfcc5d6b53e427ed77cb3da4a6d..dc8c384e12f19e45f73dea33b70f08c1c80ab808 100644 GIT binary patch delta 99 zcmbQ##x$voX+k9@tDGp8Nq_J|^Nme68$C>QjSWJK46O_etW1rx4GgRd4CGb*Wil`@ msFt`!l%yncndll|(U4c^c6IXNrhEXuyB$aX delta 99 zcmbQ##x$voX+k9@i>#PFOU^6H>Wxh|8$C>PjVwcqjI2z|tqe@G4GgRd45nvAvokO- msFt`!l%yncndll|(eTXt@$SisoALp@;2qom diff --git a/apple-touch-icon-60x60.png b/apple-touch-icon-60x60.png index e9a9c9619d62678feee5b06ed3b73d339b7c642c..4baaadc092b87e1e9815714a78b0aa656175a952 100644 GIT binary patch delta 76 zcmaE8^3Y^LB`2$#D3?B~na1snO&XHorn<%kAx4H)h6Yw9=Gq1ZRt5%*+b#x7J}4=L PP42_%%r}!iN#+9pOF|cH delta 76 zcmaE8^3Y^LB`1rln4b0F>8k7-n=~ZFO>~VcLyU~9Ow6oIEwv2{tPBhS=f}^Td{9yf Po1DU-=Zcd*N#+9pSo;=P diff --git a/apple-touch-icon-76x76.png b/apple-touch-icon-76x76.png index 1c8efe9181c5a658016b926e79a215aee65de94b..3b37f99cdf3859405c29d0aaf9825763543300ef 100644 GIT binary patch delta 76 zcmccbb>C}3B`2$#D3?KpovPl(CN&jtQ(a?&5FC}3B`1rlm_9>x``@IEO=>FQCb~wJAx1`4CgxTK2HFM&Kr&giUS#rq6)9|T NLKVkXO#Yyf4*+T47Eu5I diff --git a/apple-touch-icon.png b/apple-touch-icon.png index 4f1a1be2ad7ed6d296dc3c578bdb4da215866d17..6d1ed056fd1a96a57deec21d0d71f4b2e75d5d22 100644 GIT binary patch delta 99 zcmbQ##x$voX+k9@tDGp8>5q_$3pY01Z1gbIH8uz_GPE)@urf8)HZZU#PFTho(>@QqD38$C>PjVwcqjI2z|tqjbx4GgRd3>dz8=`k=c msFt`!l%yncndll|(NMVJ)1=9ZoALp}T^-o~ diff --git a/articles/back-testing-and-hyperparameter-tuning.html b/articles/back-testing-and-hyperparameter-tuning.html index 690b4e5b..80ca89f7 100644 --- a/articles/back-testing-and-hyperparameter-tuning.html +++ b/articles/back-testing-and-hyperparameter-tuning.html @@ -46,7 +46,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 @@ -136,19 +136,19 @@

Back Testing and Hyperparameter Tuning

#> Loading required package: modeltime
 #> Finn Submission Info
 #> • Experiment Name: finnts_fcst
-#> • Run Name: get_prepped_models-20240429T224931Z
+#> • Run Name: get_prepped_models-20240530T211327Z
 #> 
 #> ℹ Prepping Data
-#> ✔ Prepping Data [1s]
+#> ✔ Prepping Data [955ms]
 #> 
 #> ℹ Creating Model Workflows
-#> ✔ Creating Model Workflows [106ms]
+#> ✔ Creating Model Workflows [100ms]
 #> 
 #> ℹ Creating Model Hyperparameters
-#> ✔ Creating Model Hyperparameters [152ms]
+#> ✔ Creating Model Hyperparameters [144ms]
 #> 
 #> ℹ Creating Train Test Splits
-#> ✔ Creating Train Test Splits [354ms]
+#> ✔ Creating Train Test Splits [349ms]
 #> 
 #> # A tibble: 31 × 4
 #>    Run_Type        Train_Test_ID Train_End  Test_End  
diff --git a/articles/best-model-selection.html b/articles/best-model-selection.html
index 1456c6b1..68a5860f 100644
--- a/articles/best-model-selection.html
+++ b/articles/best-model-selection.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     
 
diff --git a/articles/external-regressors.html b/articles/external-regressors.html
index 2c018d07..f954c803 100644
--- a/articles/external-regressors.html
+++ b/articles/external-regressors.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     
 
diff --git a/articles/feature-engineering.html b/articles/feature-engineering.html
index 99bb217a..3ba19351 100644
--- a/articles/feature-engineering.html
+++ b/articles/feature-engineering.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     
 
diff --git a/articles/feature-selection.html b/articles/feature-selection.html
index c8c3addb..eb221065 100644
--- a/articles/feature-selection.html
+++ b/articles/feature-selection.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     
 
diff --git a/articles/finnts.html b/articles/finnts.html
index 12899b25..f780c74b 100644
--- a/articles/finnts.html
+++ b/articles/finnts.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     
 
@@ -173,8 +173,9 @@ 
1. Bring Data#>  8 M1    2013-08-01  9610
 #>  9 M1    2013-09-01  8270
 #> 10 M1    2013-10-01  9200
-#> # ℹ 110 more rows
-
+#> # ℹ 110 more rows
+
+
 print(unique(hist_data$id))
 #> [1] "M1"    "M2"    "M750"  "M1000"

The above data set contains 4 individual time series, identified using the “id” column.

@@ -183,14 +184,14 @@

1. Bring Data2. Create Finn Forecast

Before we call the Finn forecast function. Let’s first set up some run information using set_run_info(), this helps log all components of our Finn forecast successfully.

-
+
 
 run_info <- set_run_info(
   experiment_name = "finn_forecast", 
   run_name = "test_run"
 )

 
Calling the “forecast_time_series” function is the easiest part. In this example we will be running just two models.

-
+
 
 # no need to assign it to a variable, since all of the outputs are written to disk :)
 forecast_time_series(
@@ -211,7 +212,7 @@ 
3. Get Forecast Outputs
 
Initial Finn Outputs
 

-
+
 
 finn_output_tbl <- get_forecast_data(run_info = run_info)
 
@@ -220,7 +221,7 @@ 
Initial Finn Outputs
 
Future Forecast
 

-
+
 
 future_forecast_tbl <- finn_output_tbl %>%
   dplyr::filter(Run_Type == "Future_Forecast")
@@ -230,7 +231,7 @@ 
Future Forecast
 
Back Test Results
 

-
+
 back_test_tbl <- finn_output_tbl %>%
   dplyr::filter(Run_Type == "Back_Test")
 
@@ -239,7 +240,7 @@ 
Back Test Results
 
Back Test Best Model per Time Series
 

-
+
 best_model_tbl <- finn_output_tbl %>%
   dplyr::filter(Best_Model == "Yes") %>%
   dplyr::select(Combo, Model_ID, Model_Name, Model_Type, Recipe_ID) %>%
@@ -251,7 +252,7 @@ 
Back Test Best Model per Time Seri
 

 
Trained Models
 

-
+
 trained_model_tbl <- get_trained_models(run_info = run_info)
 
 print(trained_model_tbl)

@@ -259,7 +260,7 @@ 
Trained Models
 
Initial Prepped Data
 

-
+
 R1_prepped_data_tbl <- get_prepped_data(run_info = run_info, 
                                         recipe = "R1")
 
@@ -273,7 +274,7 @@ 
Initial Prepped Data
 
Run Info Metadata
 

-
+
 run_info_tbl <- get_run_info(experiment_name = "finn_forecast")
 
 print(run_info_tbl)

diff --git a/articles/forecast-components.html b/articles/forecast-components.html
index 24aab3d1..0c4312df 100644
--- a/articles/forecast-components.html
+++ b/articles/forecast-components.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
@@ -186,8 +186,9 @@ 
Prep the Data#> #   Target_lag12 <dbl>, Target_lag6_roll3_Avg <dbl>,
 #> #   Target_lag9_roll3_Avg <dbl>, Target_lag12_roll3_Avg <dbl>,
 #> #   Target_lag6_roll6_Avg <dbl>, Target_lag9_roll6_Avg <dbl>,
-#> #   Target_lag12_roll6_Avg <dbl>, Target_lag6_roll9_Avg <dbl>, …
-
+#> #   Target_lag12_roll6_Avg <dbl>, Target_lag6_roll9_Avg <dbl>, …

+
+
 R2_prepped_data_tbl <- get_prepped_data(run_info = run_info, 
                                         recipe = "R2")
 
@@ -218,7 +219,7 @@ 
Train Individual Models
 
Now that our data is prepared for modeling, let’s now train some models. First we need to create the model workflows, determine our back testing process, and how many hyperparameter combinations to try during the validation process.

 
Then we can kick off training each model on our data.

-
+
 prep_models(run_info = run_info, 
             models_to_run = c("arima", "ets", "glmnet"), 
             num_hyperparameters = 2)
@@ -230,21 +231,21 @@ 
Train Individual ModelsTrain Ensemble Models
 

 
After each individual model is trained, we can feed those predictions into ensemble models.

-
+
 ensemble_models(run_info = run_info)

 

 

 
Final Models
 

 
The last step is to create the final simple model averages and select the best models.

-
+
 final_models(run_info = run_info)

 

 

 
Get Forecast Results
 

 
Finally we can now retrieve the forecast results from this Finn run.

-
+
 
 finn_output_tbl <- get_forecast_data(run_info = run_info)
 
diff --git a/articles/hierarchical-forecasting.html b/articles/hierarchical-forecasting.html
index 26322e82..8c0f31ba 100644
--- a/articles/hierarchical-forecasting.html
+++ b/articles/hierarchical-forecasting.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
diff --git a/articles/index.html b/articles/index.html
index d407a471..bde1faa7 100644
--- a/articles/index.html
+++ b/articles/index.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
diff --git a/articles/models-used-in-finnts.html b/articles/models-used-in-finnts.html
index f48ddcbe..7ed33577 100644
--- a/articles/models-used-in-finnts.html
+++ b/articles/models-used-in-finnts.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
diff --git a/articles/parallel-processing.html b/articles/parallel-processing.html
index e0fa8df0..971aacf2 100644
--- a/articles/parallel-processing.html
+++ b/articles/parallel-processing.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
diff --git a/articles/tips-for-production.html b/articles/tips-for-production.html
index 4110ae1c..b11df4a1 100644
--- a/articles/tips-for-production.html
+++ b/articles/tips-for-production.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
diff --git a/authors.html b/authors.html
index 20122bc7..c5f7fa69 100644
--- a/authors.html
+++ b/authors.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
diff --git a/favicon-16x16.png b/favicon-16x16.png
index 9e9a6c5986c46bdae31e2126271979738b64ad3e..68a4c06afcdcac62b230ff15f3939863db3698cc 100644
GIT binary patch
delta 99
zcmbQjHHB+~4l^gKoG6#I{F^_^Hk&eQFnXBk8XJTd8Cn?{SeaUC8yHv_7|1HGn#{n!
mpjzS@QIe8al4_NkpOTqY$zWt)WTI<;MMF-VkpASQEcpNwNg4G3

delta 99
zcmbQjHHB+~4l^fcndll|(NMAUOw;70EcpNqIvX7T

diff --git a/favicon-32x32.png b/favicon-32x32.png
index ab2f28b8fbce3681dfa40a70de7051cd6c6a2329..366693a01d32ef0dc6c32147f929d269e9107afc 100644
GIT binary patch
delta 76
zcmeAd?H8R;$;m1w%FVF-kILbVO<|nkrn<%kAx4H)hK5!K2HFM&KvI8Zm(=9?+%iMf@bk+y+>m4ShUK;GiX?>VKg
O$$9!-lb@`>l@9>=n-iq~

diff --git a/index.html b/index.html
index b7265470..296afc3b 100644
--- a/index.html
+++ b/index.html
@@ -46,7 +46,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
diff --git a/news/index.html b/news/index.html
index d307a94a..a9d0c4ea 100644
--- a/news/index.html
+++ b/news/index.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
@@ -94,20 +94,21 @@ 
Changelog 

     

 
     

-
finnts 0.4.0.9003 (DEVELOPMENT VERSION)

+
finnts 0.4.0.9004 (DEVELOPMENT VERSION)

 

-
Improvements

+
Improvements

 
  • Added support for hierarchical forecasting with external regressors
    • 
+
  • Allow global models for hierarchical forecasts
    • 
 
  • Multistep horizon forecasts for R1 recipe, listed as multistep_horizon within prep_data()
 
    • 
 

 

-
Bug Fixes

+
Bug Fixes

 
  • Error in run_type column join in final forecast output
    • 
 
  • Error in running feature selection
    • 
 

 

-
Breaking Changes

+
Breaking Changes

 
  • Minimum R version now set to R 4.0 to comply with package dependency minimum version for tune

 

     

diff --git a/pkgdown.yml b/pkgdown.yml
index bc370939..3d396f8d 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -13,7 +13,7 @@ articles:
   models-used-in-finnts: models-used-in-finnts.html
   parallel-processing: parallel-processing.html
   tips-for-production: tips-for-production.html
-last_built: 2024-04-29T22:47Z
+last_built: 2024-05-30T21:11Z
 urls:
   reference: https://microsoft.github.io/finnts/reference
   article: https://microsoft.github.io/finnts/articles
diff --git a/reference/cubist_multistep.html b/reference/cubist_multistep.html
index a2afcdc2..91bcf8c1 100644
--- a/reference/cubist_multistep.html
+++ b/reference/cubist_multistep.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
diff --git a/reference/cubist_multistep_fit_impl.html b/reference/cubist_multistep_fit_impl.html
index 21c12161..f3b735bd 100644
--- a/reference/cubist_multistep_fit_impl.html
+++ b/reference/cubist_multistep_fit_impl.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
diff --git a/reference/cubist_multistep_predict_impl.html b/reference/cubist_multistep_predict_impl.html
index b8a8e2a1..66dbc437 100644
--- a/reference/cubist_multistep_predict_impl.html
+++ b/reference/cubist_multistep_predict_impl.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
diff --git a/reference/ensemble_models.html b/reference/ensemble_models.html
index b9b91b7e..83e68723 100644
--- a/reference/ensemble_models.html
+++ b/reference/ensemble_models.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
@@ -161,7 +161,7 @@ 
Examples

 run_info <- set_run_info()
 #> Finn Submission Info
 #> • Experiment Name: finn_fcst
-#> • Run Name: finn_fcst-20240429T224721Z
+#> • Run Name: finn_fcst-20240530T211111Z
 #> 
 
 prep_data(run_info,
@@ -180,13 +180,13 @@ 
Examples

   num_hyperparameters = 2
 )
 #> ℹ Creating Model Workflows
-#> ✔ Creating Model Workflows [178ms]
+#> ✔ Creating Model Workflows [174ms]
 #> 
 #> ℹ Creating Model Hyperparameters
-#> ✔ Creating Model Hyperparameters [186ms]
+#> ✔ Creating Model Hyperparameters [182ms]
 #> 
 #> ℹ Creating Train Test Splits
-#> ✔ Creating Train Test Splits [284ms]
+#> ✔ Creating Train Test Splits [279ms]
 #> 
 
 train_models(run_info,
@@ -196,17 +196,17 @@ 
Examples

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> There were issues with some computations   A: x1
+#> There were issues with some computations   A: x3
 #> → B | warning: A correlation computation is required, but `estimate` is constant and has 0
 #>                standard deviation, resulting in a divide by 0 error. `NA` will be returned.
-#> There were issues with some computations   A: x1

+#> There were issues with some computations   A: x3

 #> There were issues with some computations   A: x3   B: x1
 #> 
 #> ℹ Training Individual Models

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> There were issues with some computations   A: x2
+#> There were issues with some computations   A: x1
 #> There were issues with some computations   A: x3
 #> 
 #> ℹ Training Individual Models

@@ -217,14 +217,14 @@ 
Examples

 #> There were issues with some computations   A: x3
 #> 
 #> ℹ Training Individual Models

-#> ✔ Training Individual Models [10.2s]
+#> ✔ Training Individual Models [10.9s]
 #> 
 
 ensemble_models(run_info)
 #> ℹ Training Ensemble Models
 #> ℹ Not all time series were completed within 'ensemble_models', expected 1 time series but only 0 time series were ran. Some ran into errors.
 #> ℹ Training Ensemble Models

-#> ✔ Training Ensemble Models [119ms]
+#> ✔ Training Ensemble Models [122ms]
 #> 
 # }
 

diff --git a/reference/final_models.html b/reference/final_models.html
index 9a46b4e3..9e9d30f1 100644
--- a/reference/final_models.html
+++ b/reference/final_models.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
@@ -174,7 +174,7 @@ 
Examples

 run_info <- set_run_info()
 #> Finn Submission Info
 #> • Experiment Name: finn_fcst
-#> • Run Name: finn_fcst-20240429T224734Z
+#> • Run Name: finn_fcst-20240530T211124Z
 #> 
 
 prep_data(run_info,
@@ -185,7 +185,7 @@ 
Examples

   forecast_horizon = 3
 )
 #> ℹ Prepping Data
-#> ✔ Prepping Data [3.3s]
+#> ✔ Prepping Data [3.4s]
 #> 
 
 prep_models(run_info,
@@ -193,15 +193,15 @@ 
Examples

   back_test_scenarios = 3
 )
 #> ℹ Creating Model Workflows
-#> ✔ Creating Model Workflows [120ms]
+#> ✔ Creating Model Workflows [142ms]
 #> 
 #> ℹ Creating Model Hyperparameters
-#> ✔ Creating Model Hyperparameters [105ms]
+#> ✔ Creating Model Hyperparameters [122ms]
 #> 
 #> ℹ Creating Train Test Splits
 #> ℹ Turning ensemble models off since no multivariate models were chosen to run.
 #> ℹ Creating Train Test Splits

-#> ✔ Creating Train Test Splits [261ms]
+#> ✔ Creating Train Test Splits [277ms]
 #> 
 
 train_models(run_info,
@@ -214,67 +214,57 @@ 
Examples

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> There were issues with some computations   A: x1
 #> → B | warning: A correlation computation is required, but `estimate` is constant and has 0
 #>                standard deviation, resulting in a divide by 0 error. `NA` will be returned.
-#> There were issues with some computations   A: x1

+#> ℹ Training Individual Models

+#> There were issues with some computations   A: x3   B: x2
 #> There were issues with some computations   A: x3   B: x2
 #> 
 #> ℹ Training Individual Models

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> There were issues with some computations   A: x1
-#> There were issues with some computations   A: x3
-#> 
-#> ℹ Training Individual Models

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> There were issues with some computations   A: x2
+#> There were issues with some computations   A: x1
 #> → B | warning: A correlation computation is required, but `estimate` is constant and has 0
 #>                standard deviation, resulting in a divide by 0 error. `NA` will be returned.
-#> There were issues with some computations   A: x2

+#> There were issues with some computations   A: x1

+#> There were issues with some computations   A: x3   B: x2
 #> There were issues with some computations   A: x3   B: x2
 #> 
 #> ℹ Training Individual Models

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> There were issues with some computations   A: x3
-#> There were issues with some computations   A: x3
-#> 
-#> ℹ Training Individual Models

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> There were issues with some computations   A: x2
+#> There were issues with some computations   A: x1
 #> → B | warning: A correlation computation is required, but `estimate` is constant and has 0
 #>                standard deviation, resulting in a divide by 0 error. `NA` will be returned.
-#> There were issues with some computations   A: x2

+#> There were issues with some computations   A: x1

+#> There were issues with some computations   A: x3   B: x2
 #> There were issues with some computations   A: x3   B: x2
 #> 
 #> ℹ Training Individual Models

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> There were issues with some computations   A: x3
-#> There were issues with some computations   A: x3
-#> 
-#> ℹ Training Individual Models

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> There were issues with some computations   A: x3
+#> There were issues with some computations   A: x1
 #> There were issues with some computations   A: x3
 #> 
 #> ℹ Training Individual Models

-#> ✔ Training Individual Models [20.3s]
+#> ✔ Training Individual Models [21.3s]
 #> 
 
 final_models(run_info)
 #> ℹ Selecting Best Models
-#> ✔ Selecting Best Models [452ms]
+#> ✔ Selecting Best Models [449ms]
 #> 
 # }
 

diff --git a/reference/forecast_time_series.html b/reference/forecast_time_series.html
index 00c2c310..e97e9510 100644
--- a/reference/forecast_time_series.html
+++ b/reference/forecast_time_series.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
@@ -357,7 +357,7 @@ 
Examples

 run_info <- set_run_info()
 #> Finn Submission Info
 #> • Experiment Name: finn_fcst
-#> • Run Name: finn_fcst-20240429T224759Z
+#> • Run Name: finn_fcst-20240530T211150Z
 #> 
 
 finn_forecast <- forecast_time_series(
@@ -376,10 +376,10 @@ 
Examples

 #> ✔ Prepping Data [1.5s]
 #> 
 #> ℹ Creating Model Workflows
-#> ✔ Creating Model Workflows [226ms]
+#> ✔ Creating Model Workflows [245ms]
 #> 
 #> ℹ Creating Model Hyperparameters
-#> ✔ Creating Model Hyperparameters [152ms]
+#> ✔ Creating Model Hyperparameters [165ms]
 #> 
 #> ℹ Creating Train Test Splits
 #> ℹ Turning ensemble models off since no multivariate models were chosen to run.
@@ -392,10 +392,14 @@ 
Examples

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

+#> There were issues with some computations   A: x1
+#> There were issues with some computations   A: x3
+#> 
+#> ℹ Training Individual Models

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> There were issues with some computations   A: x2
+#> There were issues with some computations   A: x1
 #> There were issues with some computations   A: x3
 #> There were issues with some computations   A: x3
 #> 
@@ -403,15 +407,19 @@ 
Examples

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

-#> ✔ Training Individual Models [12.8s]
+#> There were issues with some computations   A: x3
+#> There were issues with some computations   A: x3
+#> 
+#> ℹ Training Individual Models

+#> ✔ Training Individual Models [13s]
 #> 
 #> ℹ Training Ensemble Models
 #> ℹ Ensemble models have been turned off.
 #> ℹ Training Ensemble Models

-#> ✔ Training Ensemble Models [17ms]
+#> ✔ Training Ensemble Models [19ms]
 #> 
 #> ℹ Selecting Best Models
-#> ✔ Selecting Best Models [238ms]
+#> ✔ Selecting Best Models [237ms]
 #> 
 
 fcst_tbl <- get_forecast_data(run_info)
diff --git a/reference/get_forecast_data.html b/reference/get_forecast_data.html
index 626898f7..25031c13 100644
--- a/reference/get_forecast_data.html
+++ b/reference/get_forecast_data.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
@@ -134,7 +134,7 @@ 
Examples

 run_info <- set_run_info()
 #> Finn Submission Info
 #> • Experiment Name: finn_fcst
-#> • Run Name: finn_fcst-20240429T224818Z
+#> • Run Name: finn_fcst-20240530T211210Z
 #> 
 
 prep_data(run_info,
@@ -146,7 +146,7 @@ 
Examples

   recipes_to_run = "R1"
 )
 #> ℹ Prepping Data
-#> ✔ Prepping Data [410ms]
+#> ✔ Prepping Data [409ms]
 #> 
 
 prep_models(run_info,
@@ -154,15 +154,15 @@ 
Examples

   num_hyperparameters = 1
 )
 #> ℹ Creating Model Workflows
-#> ✔ Creating Model Workflows [78ms]
+#> ✔ Creating Model Workflows [87ms]
 #> 
 #> ℹ Creating Model Hyperparameters
-#> ✔ Creating Model Hyperparameters [83ms]
+#> ✔ Creating Model Hyperparameters [91ms]
 #> 
 #> ℹ Creating Train Test Splits
 #> ℹ Turning ensemble models off since no multivariate models were chosen to run.
 #> ℹ Creating Train Test Splits

-#> ✔ Creating Train Test Splits [354ms]
+#> ✔ Creating Train Test Splits [364ms]
 #> 
 
 train_models(run_info,
@@ -172,9 +172,10 @@ 
Examples

 #> → A | warning: A correlation computation is required, but the inputs are size zero or one and
 #>                the standard deviation cannot be computed. `NA` will be returned.
 #> ℹ Training Individual Models

+#> There were issues with some computations   A: x1
 #> → B | warning: A correlation computation is required, but `estimate` is constant and has 0
 #>                standard deviation, resulting in a divide by 0 error. `NA` will be returned.
-#> ℹ Training Individual Models

+#> There were issues with some computations   A: x1

 #> There were issues with some computations   A: x2   B: x1
 #> There were issues with some computations   A: x3   B: x2
 #> 
@@ -186,18 +187,18 @@ 
Examples

 #> → B | warning: A correlation computation is required, but `estimate` is constant and has 0
 #>                standard deviation, resulting in a divide by 0 error. `NA` will be returned.
 #> There were issues with some computations   A: x1

-#> There were issues with some computations   A: x2   B: x6
+#> There were issues with some computations   A: x2   B: x5
 #> There were issues with some computations   A: x3   B: x7
 #> 
 #> ℹ Training Individual Models

-#> ✔ Training Individual Models [10.1s]
+#> ✔ Training Individual Models [11.9s]
 #> 
 
 final_models(run_info,
   average_models = FALSE
 )
 #> ℹ Selecting Best Models
-#> ✔ Selecting Best Models [194ms]
+#> ✔ Selecting Best Models [192ms]
 #> 
 
 fcst_tbl <- get_forecast_data(run_info)
diff --git a/reference/get_prepped_data.html b/reference/get_prepped_data.html
index 15db5f2d..bf22a1f0 100644
--- a/reference/get_prepped_data.html
+++ b/reference/get_prepped_data.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
@@ -138,7 +138,7 @@ 
Examples

 run_info <- set_run_info()
 #> Finn Submission Info
 #> • Experiment Name: finn_fcst
-#> • Run Name: finn_fcst-20240429T224830Z
+#> • Run Name: finn_fcst-20240530T211223Z
 #> 
 
 prep_data(run_info,
@@ -150,7 +150,7 @@ 
Examples

   recipes_to_run = "R1"
 )
 #> ℹ Prepping Data
-#> ✔ Prepping Data [413ms]
+#> ✔ Prepping Data [402ms]
 #> 
 
 R1_prepped_data_tbl <- get_prepped_data(run_info,
diff --git a/reference/get_prepped_models.html b/reference/get_prepped_models.html
index ab0c16b3..94742fef 100644
--- a/reference/get_prepped_models.html
+++ b/reference/get_prepped_models.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
@@ -130,7 +130,7 @@ 
Examples

 run_info <- set_run_info()
 #> Finn Submission Info
 #> • Experiment Name: finn_fcst
-#> • Run Name: finn_fcst-20240429T224831Z
+#> • Run Name: finn_fcst-20240530T211224Z
 #> 
 
 prep_data(run_info,
@@ -142,7 +142,7 @@ 
Examples

   recipes_to_run = "R1"
 )
 #> ℹ Prepping Data
-#> ✔ Prepping Data [406ms]
+#> ✔ Prepping Data [400ms]
 #> 
 
 prep_models(run_info,
@@ -150,15 +150,15 @@ 
Examples

   num_hyperparameters = 1
 )
 #> ℹ Creating Model Workflows
-#> ✔ Creating Model Workflows [81ms]
+#> ✔ Creating Model Workflows [82ms]
 #> 
 #> ℹ Creating Model Hyperparameters
-#> ✔ Creating Model Hyperparameters [74ms]
+#> ✔ Creating Model Hyperparameters [79ms]
 #> 
 #> ℹ Creating Train Test Splits
 #> ℹ Turning ensemble models off since no multivariate models were chosen to run.
 #> ℹ Creating Train Test Splits

-#> ✔ Creating Train Test Splits [350ms]
+#> ✔ Creating Train Test Splits [354ms]
 #> 
 
 prepped_models_tbl <- get_prepped_models(run_info = run_info)
diff --git a/reference/get_run_info.html b/reference/get_run_info.html
index 3f8d38ec..95586645 100644
--- a/reference/get_run_info.html
+++ b/reference/get_run_info.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
       
     

 
@@ -151,7 +151,7 @@ 
Examples

 )
 #> Finn Submission Info
 #> • Experiment Name: finn_forecast
-#> • Run Name: test_run-20240429T224832Z
+#> • Run Name: test_run-20240530T211225Z
 #> 
 
 run_info_tbl <- get_run_info(
diff --git a/reference/get_trained_models.html b/reference/get_trained_models.html
index 132c3241..ca4c05e2 100644
--- a/reference/get_trained_models.html
+++ b/reference/get_trained_models.html
@@ -23,7 +23,7 @@
       
       
         finnts
-        0.4.0.9003
+        0.4.0.9004
@@ -130,7 +130,7 @@

Examples

run_info <- set_run_info() #> Finn Submission Info #> • Experiment Name: finn_fcst -#> • Run Name: finn_fcst-20240429T224832Z +#> • Run Name: finn_fcst-20240530T211225Z #> prep_data(run_info, @@ -142,7 +142,7 @@

Examples

recipes_to_run = "R1" ) #> ℹ Prepping Data -#> ✔ Prepping Data [408ms] +#> ✔ Prepping Data [394ms] #> prep_models(run_info, @@ -150,15 +150,15 @@

Examples

num_hyperparameters = 1 ) #> ℹ Creating Model Workflows -#> ✔ Creating Model Workflows [78ms] +#> ✔ Creating Model Workflows [82ms] #> #> ℹ Creating Model Hyperparameters -#> ✔ Creating Model Hyperparameters [73ms] +#> ✔ Creating Model Hyperparameters [78ms] #> #> ℹ Creating Train Test Splits #> ℹ Turning ensemble models off since no multivariate models were chosen to run. #> ℹ Creating Train Test Splits -#> ✔ Creating Train Test Splits [352ms] +#> ✔ Creating Train Test Splits [354ms] #> train_models(run_info, @@ -173,28 +173,29 @@

Examples

#> → B | warning: A correlation computation is required, but `estimate` is constant and has 0 #> standard deviation, resulting in a divide by 0 error. `NA` will be returned. #> There were issues with some computations A: x1 -#> There were issues with some computations A: x2 B: x2 +#> There were issues with some computations A: x2 B: x1 #> There were issues with some computations A: x3 B: x2 #> #> ℹ Training Individual Models #> → A | warning: A correlation computation is required, but the inputs are size zero or one and #> the standard deviation cannot be computed. `NA` will be returned. #> ℹ Training Individual Models +#> There were issues with some computations A: x1 #> → B | warning: A correlation computation is required, but `estimate` is constant and has 0 #> standard deviation, resulting in a divide by 0 error. `NA` will be returned. -#> ℹ Training Individual Models -#> There were issues with some computations A: x2 B: x3 +#> There were issues with some computations A: x1 +#> There were issues with some computations A: x2 B: x5 #> There were issues with some computations A: x3 B: x7 #> #> ℹ Training Individual Models -#> ✔ Training Individual Models [9.8s] +#> ✔ Training Individual Models [11.5s] #> final_models(run_info, average_models = FALSE ) #> ℹ Selecting Best Models -#> ✔ Selecting Best Models [201ms] +#> ✔ Selecting Best Models [206ms] #> models_tbl <- get_trained_models(run_info) diff --git a/reference/glmnet_multistep.html b/reference/glmnet_multistep.html index ec1dad97..cb534d6a 100644 --- a/reference/glmnet_multistep.html +++ b/reference/glmnet_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/glmnet_multistep_fit_impl.html b/reference/glmnet_multistep_fit_impl.html index 3fada5f5..6a4089bc 100644 --- a/reference/glmnet_multistep_fit_impl.html +++ b/reference/glmnet_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/glmnet_multistep_predict_impl.html b/reference/glmnet_multistep_predict_impl.html index 43f0d891..6f972a53 100644 --- a/reference/glmnet_multistep_predict_impl.html +++ b/reference/glmnet_multistep_predict_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/index.html b/reference/index.html index b945abe7..f9400f53 100644 --- a/reference/index.html +++ b/reference/index.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/list_models.html b/reference/list_models.html index 8fe9f6a7..2e5c99a9 100644 --- a/reference/list_models.html +++ b/reference/list_models.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/mars_multistep.html b/reference/mars_multistep.html index e489e1f9..92dd5e29 100644 --- a/reference/mars_multistep.html +++ b/reference/mars_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/mars_multistep_fit_impl.html b/reference/mars_multistep_fit_impl.html index a76e783d..6707eefe 100644 --- a/reference/mars_multistep_fit_impl.html +++ b/reference/mars_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/mars_multistep_predict_impl.html b/reference/mars_multistep_predict_impl.html index dfba9329..2a36062f 100644 --- a/reference/mars_multistep_predict_impl.html +++ b/reference/mars_multistep_predict_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/predict.cubist_multistep_fit_impl.html b/reference/predict.cubist_multistep_fit_impl.html index 9af212d6..5ce81131 100644 --- a/reference/predict.cubist_multistep_fit_impl.html +++ b/reference/predict.cubist_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/predict.glmnet_multistep_fit_impl.html b/reference/predict.glmnet_multistep_fit_impl.html index 97884251..bb089949 100644 --- a/reference/predict.glmnet_multistep_fit_impl.html +++ b/reference/predict.glmnet_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/predict.mars_multistep_fit_impl.html b/reference/predict.mars_multistep_fit_impl.html index 65f1b4bd..3a82f9a3 100644 --- a/reference/predict.mars_multistep_fit_impl.html +++ b/reference/predict.mars_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/predict.svm_poly_multistep_fit_impl.html b/reference/predict.svm_poly_multistep_fit_impl.html index 30f2392d..f6c4af9d 100644 --- a/reference/predict.svm_poly_multistep_fit_impl.html +++ b/reference/predict.svm_poly_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/predict.svm_rbf_multistep_fit_impl.html b/reference/predict.svm_rbf_multistep_fit_impl.html index 9a001529..eeadab11 100644 --- a/reference/predict.svm_rbf_multistep_fit_impl.html +++ b/reference/predict.svm_rbf_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/predict.xgboost_multistep_fit_impl.html b/reference/predict.xgboost_multistep_fit_impl.html index b4437cee..1f69cc2f 100644 --- a/reference/predict.xgboost_multistep_fit_impl.html +++ b/reference/predict.xgboost_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/prep_data.html b/reference/prep_data.html index 804c511b..02607dca 100644 --- a/reference/prep_data.html +++ b/reference/prep_data.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 @@ -266,7 +266,7 @@

Examples

run_info <- set_run_info() #> Finn Submission Info #> • Experiment Name: finn_fcst -#> • Run Name: finn_fcst-20240429T224845Z +#> • Run Name: finn_fcst-20240530T211240Z #> prep_data(run_info, diff --git a/reference/prep_models.html b/reference/prep_models.html index 69fed878..08457e1f 100644 --- a/reference/prep_models.html +++ b/reference/prep_models.html @@ -24,7 +24,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 @@ -183,7 +183,7 @@

Examples

run_info <- set_run_info() #> Finn Submission Info #> • Experiment Name: finn_fcst -#> • Run Name: finn_fcst-20240429T224846Z +#> • Run Name: finn_fcst-20240530T211241Z #> prep_data(run_info, @@ -194,20 +194,20 @@

Examples

forecast_horizon = 3 ) #> ℹ Prepping Data -#> ✔ Prepping Data [3.4s] +#> ✔ Prepping Data [3.3s] #> prep_models(run_info, models_to_run = c("arima", "ets", "glmnet") ) #> ℹ Creating Model Workflows -#> ✔ Creating Model Workflows [213ms] +#> ✔ Creating Model Workflows [221ms] #> #> ℹ Creating Model Hyperparameters -#> ✔ Creating Model Hyperparameters [230ms] +#> ✔ Creating Model Hyperparameters [245ms] #> #> ℹ Creating Train Test Splits -#> ✔ Creating Train Test Splits [372ms] +#> ✔ Creating Train Test Splits [373ms] #> # } diff --git a/reference/print.cubist_multistep.html b/reference/print.cubist_multistep.html index 78a09eb7..64c035e6 100644 --- a/reference/print.cubist_multistep.html +++ b/reference/print.cubist_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.cubist_multistep_fit_impl.html b/reference/print.cubist_multistep_fit_impl.html index f3370576..85330371 100644 --- a/reference/print.cubist_multistep_fit_impl.html +++ b/reference/print.cubist_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.glmnet_multistep.html b/reference/print.glmnet_multistep.html index bddf185d..1541bb08 100644 --- a/reference/print.glmnet_multistep.html +++ b/reference/print.glmnet_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.glmnet_multistep_fit_impl.html b/reference/print.glmnet_multistep_fit_impl.html index ab36fd84..f7b0eed8 100644 --- a/reference/print.glmnet_multistep_fit_impl.html +++ b/reference/print.glmnet_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.mars_multistep.html b/reference/print.mars_multistep.html index b9622861..e4b16c7d 100644 --- a/reference/print.mars_multistep.html +++ b/reference/print.mars_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.mars_multistep_fit_impl.html b/reference/print.mars_multistep_fit_impl.html index 29e4e108..321f4806 100644 --- a/reference/print.mars_multistep_fit_impl.html +++ b/reference/print.mars_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.svm_poly_multistep.html b/reference/print.svm_poly_multistep.html index 997966b6..1c4339a1 100644 --- a/reference/print.svm_poly_multistep.html +++ b/reference/print.svm_poly_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.svm_poly_multistep_fit_impl.html b/reference/print.svm_poly_multistep_fit_impl.html index e8a0ac20..93f09b7d 100644 --- a/reference/print.svm_poly_multistep_fit_impl.html +++ b/reference/print.svm_poly_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.svm_rbf_multistep.html b/reference/print.svm_rbf_multistep.html index c69ce062..c136ccc2 100644 --- a/reference/print.svm_rbf_multistep.html +++ b/reference/print.svm_rbf_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.svm_rbf_multistep_fit_impl.html b/reference/print.svm_rbf_multistep_fit_impl.html index 0f8cf046..cabdc050 100644 --- a/reference/print.svm_rbf_multistep_fit_impl.html +++ b/reference/print.svm_rbf_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.xgboost_multistep.html b/reference/print.xgboost_multistep.html index 1430f619..204fef26 100644 --- a/reference/print.xgboost_multistep.html +++ b/reference/print.xgboost_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/print.xgboost_multistep_fit_impl.html b/reference/print.xgboost_multistep_fit_impl.html index 805dd08f..45147271 100644 --- a/reference/print.xgboost_multistep_fit_impl.html +++ b/reference/print.xgboost_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/set_run_info.html b/reference/set_run_info.html index 9c25687f..04d3d3ce 100644 --- a/reference/set_run_info.html +++ b/reference/set_run_info.html @@ -24,7 +24,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 @@ -175,7 +175,7 @@

Examples

) #> Finn Submission Info #> • Experiment Name: test_exp -#> • Run Name: test_run_1-20240429T224852Z +#> • Run Name: test_run_1-20240530T211247Z #> # } diff --git a/reference/svm_poly_multistep.html b/reference/svm_poly_multistep.html index cbf9e212..186437f6 100644 --- a/reference/svm_poly_multistep.html +++ b/reference/svm_poly_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/svm_poly_multistep_fit_impl.html b/reference/svm_poly_multistep_fit_impl.html index fc7815d2..48e73d75 100644 --- a/reference/svm_poly_multistep_fit_impl.html +++ b/reference/svm_poly_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/svm_poly_multistep_predict_impl.html b/reference/svm_poly_multistep_predict_impl.html index d3f7c7e8..96ff6c5f 100644 --- a/reference/svm_poly_multistep_predict_impl.html +++ b/reference/svm_poly_multistep_predict_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/svm_rbf_multistep.html b/reference/svm_rbf_multistep.html index b8482aff..229276dd 100644 --- a/reference/svm_rbf_multistep.html +++ b/reference/svm_rbf_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/svm_rbf_multistep_fit_impl.html b/reference/svm_rbf_multistep_fit_impl.html index 3e691333..59a98f6b 100644 --- a/reference/svm_rbf_multistep_fit_impl.html +++ b/reference/svm_rbf_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/svm_rbf_multistep_predict_impl.html b/reference/svm_rbf_multistep_predict_impl.html index 18345928..072e95b7 100644 --- a/reference/svm_rbf_multistep_predict_impl.html +++ b/reference/svm_rbf_multistep_predict_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/train_models.html b/reference/train_models.html index 7a0e0c89..34651b49 100644 --- a/reference/train_models.html +++ b/reference/train_models.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 @@ -189,7 +189,7 @@

Examples

run_info <- set_run_info() #> Finn Submission Info #> • Experiment Name: finn_fcst -#> • Run Name: finn_fcst-20240429T224853Z +#> • Run Name: finn_fcst-20240530T211248Z #> prep_data(run_info, @@ -210,13 +210,13 @@

Examples

run_ensemble_models = FALSE ) #> ℹ Creating Model Workflows -#> ✔ Creating Model Workflows [175ms] +#> ✔ Creating Model Workflows [184ms] #> #> ℹ Creating Model Hyperparameters -#> ✔ Creating Model Hyperparameters [182ms] +#> ✔ Creating Model Hyperparameters [190ms] #> #> ℹ Creating Train Test Splits -#> ✔ Creating Train Test Splits [262ms] +#> ✔ Creating Train Test Splits [263ms] #> train_models(run_info) @@ -224,20 +224,16 @@

Examples

#> → A | warning: A correlation computation is required, but the inputs are size zero or one and #> the standard deviation cannot be computed. `NA` will be returned. #> ℹ Training Individual Models -#> There were issues with some computations A: x1 #> → B | warning: A correlation computation is required, but `estimate` is constant and has 0 #> standard deviation, resulting in a divide by 0 error. `NA` will be returned. -#> There were issues with some computations A: x1 +#> ℹ Training Individual Models +#> There were issues with some computations A: x2 B: x1 #> There were issues with some computations A: x3 B: x3 #> #> ℹ Training Individual Models #> → A | warning: A correlation computation is required, but the inputs are size zero or one and #> the standard deviation cannot be computed. `NA` will be returned. #> ℹ Training Individual Models -#> There were issues with some computations A: x3 -#> There were issues with some computations A: x3 -#> -#> ℹ Training Individual Models #> → A | warning: A correlation computation is required, but the inputs are size zero or one and #> the standard deviation cannot be computed. `NA` will be returned. #> ℹ Training Individual Models @@ -260,10 +256,10 @@

Examples

#> → A | warning: A correlation computation is required, but the inputs are size zero or one and #> the standard deviation cannot be computed. `NA` will be returned. #> ℹ Training Individual Models -#> There were issues with some computations A: x1 +#> There were issues with some computations A: x2 #> → B | warning: A correlation computation is required, but `estimate` is constant and has 0 #> standard deviation, resulting in a divide by 0 error. `NA` will be returned. -#> There were issues with some computations A: x1 +#> There were issues with some computations A: x2 #> There were issues with some computations A: x3 B: x7 #> #> ℹ Training Individual Models @@ -293,14 +289,18 @@

Examples

#> → A | warning: A correlation computation is required, but the inputs are size zero or one and #> the standard deviation cannot be computed. `NA` will be returned. #> ℹ Training Individual Models -#> There were issues with some computations A: x3 +#> There were issues with some computations A: x2 #> There were issues with some computations A: x3 #> #> ℹ Training Individual Models #> → A | warning: A correlation computation is required, but the inputs are size zero or one and #> the standard deviation cannot be computed. `NA` will be returned. #> ℹ Training Individual Models -#> ✔ Training Individual Models [27.7s] +#> There were issues with some computations A: x3 +#> There were issues with some computations A: x3 +#> +#> ℹ Training Individual Models +#> ✔ Training Individual Models [29.1s] #> # } diff --git a/reference/translate.cubist_multistep.html b/reference/translate.cubist_multistep.html index 8b4f65e3..a911406b 100644 --- a/reference/translate.cubist_multistep.html +++ b/reference/translate.cubist_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/translate.glmnet_multistep.html b/reference/translate.glmnet_multistep.html index 76a055e5..ab5f29f2 100644 --- a/reference/translate.glmnet_multistep.html +++ b/reference/translate.glmnet_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/translate.mars_multistep.html b/reference/translate.mars_multistep.html index 309ec404..66b4ff34 100644 --- a/reference/translate.mars_multistep.html +++ b/reference/translate.mars_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/translate.svm_poly_multistep.html b/reference/translate.svm_poly_multistep.html index b9a4a811..5b08e0aa 100644 --- a/reference/translate.svm_poly_multistep.html +++ b/reference/translate.svm_poly_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/translate.svm_rbf_multistep.html b/reference/translate.svm_rbf_multistep.html index 84123352..0bbf4e74 100644 --- a/reference/translate.svm_rbf_multistep.html +++ b/reference/translate.svm_rbf_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/translate.xgboost_multistep.html b/reference/translate.xgboost_multistep.html index 2818718f..dde4d726 100644 --- a/reference/translate.xgboost_multistep.html +++ b/reference/translate.xgboost_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/update.cubist_multistep.html b/reference/update.cubist_multistep.html index c9ac7c2b..3ace8495 100644 --- a/reference/update.cubist_multistep.html +++ b/reference/update.cubist_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/update.glmnet_multistep.html b/reference/update.glmnet_multistep.html index 8336b8c4..49810fba 100644 --- a/reference/update.glmnet_multistep.html +++ b/reference/update.glmnet_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/update.mars_multistep.html b/reference/update.mars_multistep.html index 589a5408..29dd68c7 100644 --- a/reference/update.mars_multistep.html +++ b/reference/update.mars_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/update.svm_poly_multistep.html b/reference/update.svm_poly_multistep.html index ddbfa27b..1bd19185 100644 --- a/reference/update.svm_poly_multistep.html +++ b/reference/update.svm_poly_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/update.svm_rbf_multistep.html b/reference/update.svm_rbf_multistep.html index 33f036da..178d8404 100644 --- a/reference/update.svm_rbf_multistep.html +++ b/reference/update.svm_rbf_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/update.xgboost_multistep.html b/reference/update.xgboost_multistep.html index 5a30fcc5..1315ae5b 100644 --- a/reference/update.xgboost_multistep.html +++ b/reference/update.xgboost_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/xgboost_multistep.html b/reference/xgboost_multistep.html index 918cdbfc..5ece53c2 100644 --- a/reference/xgboost_multistep.html +++ b/reference/xgboost_multistep.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/xgboost_multistep_fit_impl.html b/reference/xgboost_multistep_fit_impl.html index 90d51cb9..34029475 100644 --- a/reference/xgboost_multistep_fit_impl.html +++ b/reference/xgboost_multistep_fit_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004 diff --git a/reference/xgboost_multistep_predict_impl.html b/reference/xgboost_multistep_predict_impl.html index bd6f891a..55b239dc 100644 --- a/reference/xgboost_multistep_predict_impl.html +++ b/reference/xgboost_multistep_predict_impl.html @@ -23,7 +23,7 @@ finnts - 0.4.0.9003 + 0.4.0.9004