release v4.7.0

.appveyor.yml

@@ -1,4 +1,4 @@
-version: 4.6.0.99.{build}
+version: 4.7.0.{build}
 
 image: Visual Studio 2017
 platform: x64

MAINTAINING.md

@@ -54,7 +54,7 @@ gh release upload \
 Where:
 
 * `COMMIT_ID` = full commit hash of the commit on `master` corresponding to the release
-* `TAG` = the tag for the release (e.g. `v4.6.0`)
+* `TAG` = the tag for the release (e.g. `v4.7.0`)
 
 ### Step 6: Complete All Other Post-merge Release Steps
 

R-package/configure

@@ -1,6 +1,6 @@
 #! /bin/sh
 # Guess values for system-dependent variables and create Makefiles.
-# Generated by GNU Autoconf 2.71 for lightgbm 4.6.0.99.
+# Generated by GNU Autoconf 2.71 for lightgbm 4.7.0.
 #
 #
 # Copyright (C) 1992-1996, 1998-2017, 2020-2021 Free Software Foundation,
@@ -607,8 +607,8 @@ MAKEFLAGS=
 # Identity of this package.
 PACKAGE_NAME='lightgbm'
 PACKAGE_TARNAME='lightgbm'
-PACKAGE_VERSION='4.6.0.99'
-PACKAGE_STRING='lightgbm 4.6.0.99'
+PACKAGE_VERSION='4.7.0'
+PACKAGE_STRING='lightgbm 4.7.0'
 PACKAGE_BUGREPORT=''
 PACKAGE_URL=''
 
@@ -1211,7 +1211,7 @@ if test "$ac_init_help" = "long"; then
   # Omit some internal or obsolete options to make the list less imposing.
   # This message is too long to be a string in the A/UX 3.1 sh.
   cat <<_ACEOF
-\`configure' configures lightgbm 4.6.0.99 to adapt to many kinds of systems.
+\`configure' configures lightgbm 4.7.0 to adapt to many kinds of systems.
 
 Usage: $0 [OPTION]... [VAR=VALUE]...
 
@@ -1273,7 +1273,7 @@ fi
 
 if test -n "$ac_init_help"; then
   case $ac_init_help in
-     short | recursive ) echo "Configuration of lightgbm 4.6.0.99:";;
+     short | recursive ) echo "Configuration of lightgbm 4.7.0:";;
    esac
   cat <<\_ACEOF
 
@@ -1341,7 +1341,7 @@ fi
 test -n "$ac_init_help" && exit $ac_status
 if $ac_init_version; then
   cat <<\_ACEOF
-lightgbm configure 4.6.0.99
+lightgbm configure 4.7.0
 generated by GNU Autoconf 2.71
 
 Copyright (C) 2021 Free Software Foundation, Inc.
@@ -1378,7 +1378,7 @@ cat >config.log <<_ACEOF
 This file contains any messages produced by compilers while
 running configure, to aid debugging if configure makes a mistake.
 
-It was created by lightgbm $as_me 4.6.0.99, which was
+It was created by lightgbm $as_me 4.7.0, which was
 generated by GNU Autoconf 2.71.  Invocation command line was
 
   $ $0$ac_configure_args_raw
@@ -2454,7 +2454,7 @@ cat >>$CONFIG_STATUS <<\_ACEOF || ac_write_fail=1
 # report actual input values of CONFIG_FILES etc. instead of their
 # values after options handling.
 ac_log="
-This file was extended by lightgbm $as_me 4.6.0.99, which was
+This file was extended by lightgbm $as_me 4.7.0, which was
 generated by GNU Autoconf 2.71.  Invocation command line was
 
   CONFIG_FILES    = $CONFIG_FILES
@@ -2509,7 +2509,7 @@ ac_cs_config_escaped=`printf "%s\n" "$ac_cs_config" | sed "s/^ //; s/'/'\\\\\\\\
 cat >>$CONFIG_STATUS <<_ACEOF || ac_write_fail=1
 ac_cs_config='$ac_cs_config_escaped'
 ac_cs_version="\\
-lightgbm config.status 4.6.0.99
+lightgbm config.status 4.7.0
 configured by $0, generated by GNU Autoconf 2.71,
   with options \\"\$ac_cs_config\\"
 

R-package/cran-comments.md

@@ -1,5 +1,11 @@
 # CRAN Submission History
 
+## v4.7.0 - Submission 1 - (TBD)
+
+### CRAN response
+
+### Maintainer Notes
+
 ## v4.6.0 - Submission 1 - (February 13, 2025)
 
 ### CRAN response

R-package/pkgdown/_pkgdown.yml

@@ -14,7 +14,7 @@ repo:
     user: https://github.com/
 
 development:
-  mode: unreleased
+  mode: release
 
 authors:
   Yu Shi:

VERSION.txt

@@ -1 +1 @@
-4.6.0.99
+4.7.0

docs/Parameters.rst

@@ -1261,7 +1261,7 @@ Metric Parameters
 
       -  ``average_precision``, `average precision score <https://scikit-learn.org/stable/modules/generated/sklearn.metrics.average_precision_score.html>`__
 
-      -  ``r2``, `R-squared <https://scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html>`__
+      -  ``r2``, `R-squared <https://scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html>`__ (*New in version 4.7.0*)
 
       -  ``binary_logloss``, `log loss <https://en.wikipedia.org/wiki/Cross_entropy>`__, aliases: ``binary``
 

include/LightGBM/config.h

@@ -1029,7 +1029,7 @@ struct Config {
   // descl2 = ``map``, `MAP <https://makarandtapaswi.wordpress.com/2012/07/02/intuition-behind-average-precision-and-map/>`__, aliases: ``mean_average_precision``
   // descl2 = ``auc``, `AUC <https://en.wikipedia.org/wiki/Receiver_operating_characteristic#Area_under_the_curve>`__
   // descl2 = ``average_precision``, `average precision score <https://scikit-learn.org/stable/modules/generated/sklearn.metrics.average_precision_score.html>`__
-  // descl2 = ``r2``, `R-squared <https://scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html>`__
+  // descl2 = ``r2``, `R-squared <https://scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html>`__ (*New in version 4.7.0*)
   // descl2 = ``binary_logloss``, `log loss <https://en.wikipedia.org/wiki/Cross_entropy>`__, aliases: ``binary``
   // descl2 = ``binary_error``, for one sample: ``0`` for correct classification, ``1`` for error classification
   // descl2 = ``auc_mu``, `AUC-mu <https://proceedings.mlr.press/v97/kleiman19a.html>`__

python-package/pyproject.toml

@@ -29,7 +29,7 @@ maintainers = [
 name = "lightgbm"
 readme = "README.rst"
 requires-python = ">=3.9"
-version = "4.6.0.99"
+version = "4.7.0"
 
 [project.optional-dependencies]
 arrow = [