CRAN release v0.2.0 (#51)

DESCRIPTION

@@ -1,6 +1,6 @@
 Package: bonsai
 Title: Model Wrappers for Tree-Based Models
-Version: 0.1.0.9000
+Version: 0.2.0
 Authors@R: c(
     person("Daniel", "Falbel", , "[email protected]", role = "aut"),
     person("Athos", "Damiani", , "[email protected]", role = "aut"),
@@ -22,7 +22,7 @@ License: MIT + file LICENSE
 URL: https://bonsai.tidymodels.org/, https://github.com/tidymodels/bonsai
 BugReports: https://github.com/tidymodels/bonsai/issues
 Depends:
-    parsnip (>= 1.0.0)
+    parsnip (>= 1.0.1)
 Imports: 
     dials,
     dplyr,
@@ -43,12 +43,10 @@ Suggests:
     rsample,
     testthat (>= 3.0.0),
     tune
-Remotes:
-    tidymodels/parsnip#768
 VignetteBuilder: 
     knitr
 Config/Needs/website: tidyverse/tidytemplate
 Config/testthat/edition: 3
 Encoding: UTF-8
 Roxygen: list(markdown = TRUE)
-RoxygenNote: 7.2.0
+RoxygenNote: 7.2.1

NEWS.md

@@ -1,4 +1,4 @@
-# bonsai 0.1.0.9000 (developmental version)
+# bonsai 0.2.0
 
 * Enabled bagging with lightgbm via the `sample_size` argument to `boost_tree` 
   (#32 and tidymodels/parsnip#768). The following docs now available in
@@ -8,8 +8,6 @@
 >   
 > To effectively enable bagging, the user would also need to set the `bagging_freq` argument to lightgbm. `bagging_freq` defaults to 0, which means bagging is disabled, and a `bagging_freq` argument of `k` means that the booster will perform bagging at every `k`th boosting iteration. Thus, by default, the `sample_size` argument would be ignored without setting this argument manually. Other boosting libraries, like xgboost, do not have an analogous argument to `bagging_freq` and use `k = 1` when the analogue to `bagging_fraction` is in $(0, 1)$. _bonsai will thus automatically set_ `bagging_freq = 1` _in_ `set_engine("lightgbm", ...)` if `sample_size` (i.e. `bagging_fraction`) is not equal to 1 and no `bagging_freq` value is supplied. This default can be overridden by setting the `bagging_freq` argument to `set_engine()` manually. 
 
-* Fixed error in lightgbm with engine argument `objective = "tweedie"` and response values less than 1. 
-
 * Corrected mapping of the `mtry` argument in `boost_tree` with the lightgbm 
   engine. `mtry` previously mapped to the `feature_fraction` argument to
   `lgb.train` but was documented as mapping to an argument more closely 
@@ -19,7 +17,13 @@
   This means that code that set `feature_fraction_bynode` as an argument to
   `set_engine()` will now error, and the user can now pass `feature_fraction`
   to `set_engine()` without raising an error. 
+
+* Fixed error in lightgbm with engine argument `objective = "tweedie"` and 
+  response values less than 1. 
 
+* A number of documentation improvements, increases in testing coverage, and 
+  changes to internals in anticipation of the 4.0.0 release of the lightgbm 
+  package. Thank you to `@jameslamb` for the effort and expertise!
 
 # bonsai 0.1.0
 

cran-comments.md

@@ -1,8 +1,3 @@
 ## R CMD check results
 
-0 ERRORs | 0 WARNINGs | 1 NOTE
-
-1 NOTE on "checking CRAN incoming feasibility" check:
-
-* Partially results from this submission being an initial release.
-* Also flags "Possibly misspelled words in DESCRIPTION", noting author names cited in the package Description. Per past guidance on the R-package-devel mailing list, we've left these notes unaddressed.
+0 ERRORs | 0 WARNINGs | 0 NOTEs