version bumps (#78)

Co-authored-by: ‘topepo’ <‘[email protected]’>

Author: topepo

DESCRIPTION

@@ -1,6 +1,6 @@
 Package: brulee
 Title: High-Level Modeling Functions with 'torch'
-Version: 0.2.0.9000
+Version: 0.3.0
 Authors@R: c(
     person("Max", "Kuhn", , "[email protected]", role = c("aut", "cre"),
            comment = c(ORCID = "0000-0003-2402-136X")),

NEWS.md

@@ -1,9 +1,10 @@
-# brulee (development version)
+# brulee 0.3.0
 
 * Fixed bug where `coef()` didn't would error if used on a `brulee_logistic_reg()` that was trained with a recipe. (#66)
 
 * Fixed a bug where SGD always being used as the optimizer (#61). 
 
+* Additional activation functions were added (#74). 
 
 # brulee 0.2.0
 

README.md

@@ -63,7 +63,7 @@ predict(nn_log_biv, bivariate_test, type = "prob") %>%
 #> # A tibble: 1 × 3
 #>   .metric .estimator .estimate
 #>   <chr>   <chr>          <dbl>
-#> 1 roc_auc binary         0.410
+#> 1 roc_auc binary         0.837
 ```
 
 A recipe can also be used if the data require some sort of preprocessing
@@ -88,7 +88,7 @@ predict(nn_rec_biv, bivariate_test, type = "prob") %>%
 #> # A tibble: 1 × 3
 #>   .metric .estimator .estimate
 #>   <chr>   <chr>          <dbl>
-#> 1 roc_auc binary         0.708
+#> 1 roc_auc binary         0.866
 ```
 
 ## Code of Conduct