Merge branch 'dmlc:release_3.1.0' into release_3.1.0 #306

Job	Run time
Build and test JVM packages (windows-latest)	9m 54s
Build and test JVM packages (macos-15-intel)	9m 21s
Build and test JVM packages (Linux, Scala 2.12)	1d 0h 0m 0s
Build and test JVM packages (Linux, Scala 2.13)	1d 0h 0m 0s
Build libxgboost4j.so targeting glibc 2.17 (arch x86_64, runner linux-amd64-cpu)	1s
Build libxgboost4j.so with CUDA	1s
Build libxgboost4j.dylib for MacOS (Intel)	4m 15s
Build libxgboost4j.so targeting glibc 2.17 (arch aarch64, runner linux-arm64-cpu)	1d 0h 0m 0s
Build libxgboost4j.dylib for MacOS (Apple Silicon)	2m 25s
Test JVM packages with CUDA (Scala ${{ matrix.scala_version }})	0s
Deploy JVM packages to S3 (${{ matrix.variant.name }}, Scala ${{ matrix.scala_version }})	0s
	3d 0h 25m 57s

Provide feedback