Release 3.2.0 stable

Release note

https://xgboost.readthedocs.io/en/latest/changes/v3.2.0.html

Additional artifacts

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check

16a31dfbc0c54544c9c36ab5f696fa7b646c125f161c52c814d757a58241a404  xgboost-src-3.2.0.tar.gz
41ce6798ed032380d4efed08cb1e4fadb87a5eba401b530fefcb90f1deb367d0  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

• xgboost_r_gpu_linux_3.2.0.tar.gz: Download

Source tarball

• xgboost-src-3.2.0.tar.gz: Download

3.1.3 Patch Release

What's Changed

• Scikit-learn 1.8 compatibility fix (#11858)
• Add ARM CUDA wheels for PyPI. (#11827) Add nccl as dep for aarch64. (#11753)
• [R] Fix off-by-one bug: nrounds=0 resulted in 2 iterations #11856
• [R] Fix mingw warnings, winbuilder check warnings, memory safety issues. (#11859, #11847, #11830, #11906)
• Avoid overflow in rounding estimation. (#11910)
• Workaround compiler issue on Windows, affects the use of max_delta_step with CUDA. (#11916)

Full Changelog: v3.1.2...v3.1.3

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check

67800a7c1c0455c22c9be73dbf3c39bfd9ac9627b2cb617eb2795fd675a9d49e  xgboost-src-3.1.3.tar.gz
f3586dc2da415bba7c3a632b290d653b74eea0caf2ea9e8ffb488cacb57a1dcf  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

• xgboost_r_gpu_linux_3.1.3.tar.gz: Download

Source tarball

• xgboost-src-3.1.3.tar.gz: Download

3.1.2 Patch Release

What's Changed

• Fix ordering of Python callbacks. (#11812)
• Fix loading nccl 2.28. (#11806)
• Infer the enable_categorical during model load. (#11816)

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check

12f2d6f735fa71e007c40171fd926c12306276dd299dc48f6c923e4f3891c33e  xgboost-src-3.1.2.tar.gz
2f83f1b24affb50bf65a8dd80d4ac9d19fe95cf181df35fa8a335a06d2eb9cfd  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

• xgboost_r_gpu_linux_3.1.2.tar.gz: Download

Source tarball

• xgboost-src-3.1.2.tar.gz: Download

3.1.1 Patch Release

What's Changed

• Emit correct error when performing inplace-predict using a CPU-only version of XGBoost, but with a GPU input. (#11761)
• Enhance the error message for loading the removed binary model format. (#11760)
• Use the correct group ID for SHAP when the intercept is a vector. (#11764)

Full Changelog: v3.1.0...v3.1.1

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check

b2bb9c93f28fe7e401dbe592eb7990f5382baa712b02301eb8fd4cdb6c676731  xgboost-src-3.1.1.tar.gz
ae6f2f2397aea02c77e77435cd9f617b5990756d5800218ff44f4ff5eba9104a  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

• xgboost_r_gpu_linux_3.1.1.tar.gz: Download

Source tarball

• xgboost-src-3.1.1.tar.gz: Download

Release 3.1.0 stable

Release note

https://xgboost.readthedocs.io/en/latest/changes/v3.1.0.html

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check

4c42d35976067270a9255bf9ee290a706917bb3929a60cdd74d4dd3f1a9c86cc  xgboost-src-3.1.0.tar.gz
79b3407f19ccfa7344ee1a7ae9afb845cff9472c5a736fbdbdf95d98950c8290  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

• xgboost_r_gpu_linux_3.1.0.tar.gz: Download

Source tarball

• xgboost-src-3.1.0.tar.gz: Download

3.1.0 Release Candidate

See #11704 for details.

3.0.5 Patch Release

What's Changed

• Remove restrict. #11669
• Compile with CTK13. #11670

Full Changelog: v3.0.4...v3.0.5

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check

0776b59fad03548c447cb1e188469761241ffb3b36154dc8a59735f11d262dc2  xgboost-src-3.0.5.tar.gz
516759a0dd40da18d46fa84a945dce48a7612c9ddc4cfb3bc99df7575e889318  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

• xgboost_r_gpu_linux_3.0.5.tar.gz: Download

Source tarball

• xgboost-src-3.0.5.tar.gz: Download

3.0.4 Patch Release

What's Changed

• Remove the use of all __restrict__. (#11616)
• Make CUDA lineinfo optional. (#11606)

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check

5388cc28f4f7725edc7d9eed4c4794a818df7c76c2d39652debe6fca7df770cf  xgboost-src-3.0.4.tar.gz
e43482127db15039f2ea2eb834adde885fa6a1d685a0526fed4293f863a793d5  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

• xgboost_r_gpu_linux_3.0.4.tar.gz: Download

Source tarball

• xgboost-src-3.0.4.tar.gz: Download

3.0.3 Patch Release

• Fix NDCG metric with non-exp gain. (#11534)
• Avoid using mean intercept for rmsle. (#11588)
• [jvm-packages] add setNumEarlyStoppingRounds API (#11571)
• Avoid implicit synchronization in GPU evaluation. (#11542)
• Remove CUDA check in the array interface handler (#11386)
• Fix check in GPU histogram. (#11574)
• Support Rapids 25.06 (#11504)
• Adding enable_categorical to the sklearn .apply method (#11550)
• Make xgboost.testing compatible with scikit-learn 1.7 (#11502)
• Add support for building xgboost wheels on Win-ARM64 (#11572, #11597, #11559)

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check

6598adf6a073a55cc87a31e6712fc6dab938a5317aeae7134a07067d51acdf3a  xgboost-src-3.0.3.tar.gz
162eb7811313eac5c55f686920b32c5c29c929872bdbc65af147c6f4f19bc38d  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

• xgboost_r_gpu_linux_3.0.3.tar.gz: Download

Source tarball

• xgboost-src-3.0.3.tar.gz: Download

3.0.2 Patch Release

What's Changed

• Dask 2025.4.0 scheduler info compatibility (#11462) by @jrbourbeau
• Fix VM fallback logic on WSL2 (#11471) by @hcho3

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check

8f909899f5dc64d4173662a3efa307100713e3c2e2b831177c2e56af0e816caf  xgboost-src-3.0.2.tar.gz
c169cb92fe378d99f1938da5d2830da1cef731129701db480b03dbbd04333ae2  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

• xgboost_r_gpu_linux_3.0.2.tar.gz: Download

Source tarball

• xgboost-src-3.0.2.tar.gz: Download