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github.com/dmlc/xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
https://github.com/dmlc/xgboost

Add Python 3.13 classifier to pyproject.

trivialfis opened this pull request about 1 month ago
[WIP][R] Drop support for CV.

trivialfis opened this pull request about 1 month ago
[R] Drop support for text inputs.

trivialfis opened this pull request about 1 month ago
[R] configure backtrace and fopen64

bastistician opened this pull request about 1 month ago
[jvm-packages] LTR: distribute the features with same group into same partition

wbo4958 opened this pull request about 1 month ago
[R] Stop when handling deprecated parameters.

trivialfis opened this pull request about 1 month ago
Adapt to scikit-learn 1.6 estimator tag changes

jameslamb opened this pull request about 1 month ago
Bump development version to 3.0.

trivialfis opened this pull request about 1 month ago
Bump version to 2.1.3.

trivialfis opened this pull request about 1 month ago
[bp] Handle `cudf.pandas` proxy objects properly (#11014)

trivialfis opened this pull request about 1 month ago
Protobuf error.

trivialfis opened this issue about 1 month ago
SYCL. Unify regression objective calculation

razdoburdin opened this pull request about 1 month ago
[jvm-packages] the latest snapshot packages are broken

wbo4958 opened this issue about 1 month ago
Handle `cudf.pandas` proxy objects properly

galipremsagar opened this pull request about 1 month ago
ValueError: could not convert string to float

Checunmily opened this issue about 1 month ago
[dask] Refactor for learning to rank.

trivialfis opened this pull request about 1 month ago
XGBoostj4-spark train: Failed to load xgboost4j library from jar

NvTimLiu opened this issue about 2 months ago
Cost-Efficient Gradient Boosting (GreedyMiser) for XGBoost

eugeneyarovoi opened this issue about 2 months ago
Better xlabel in plot_importance()

mayer79 opened this pull request about 2 months ago
Python: Better xlabel in plot_importance()

mayer79 opened this issue about 2 months ago
[Dask] Sort and partition for ranking.

trivialfis opened this pull request about 2 months ago
Consistent Python relative imports.

trivialfis opened this pull request about 2 months ago
[bp][spark] Make xgboost spark support large model size (#10984)

trivialfis opened this pull request about 2 months ago
[bp] Fix rng for the column sampler. (#10998)

trivialfis opened this pull request about 2 months ago
[pyspark] Support collective.Conf in spark

wbo4958 opened this pull request about 2 months ago
Small enhancements for doc and error messages.

trivialfis opened this pull request about 2 months ago
Next-generation CI/CD pipelines with RunsOn

hcho3 opened this pull request about 2 months ago
[RFC] High-level interface for external memory.

trivialfis opened this issue about 2 months ago
Fix rng for the column sampler.

trivialfis opened this pull request about 2 months ago
XGBoost Python API ignoring random state

mbarsacchi opened this issue about 2 months ago
[doc] Add a brief description for using `offset`. [skip ci]

trivialfis opened this pull request about 2 months ago
[CI] Pin Dask to 2024.10.0

hcho3 opened this pull request about 2 months ago
Test fails with Dask 2024.11.0+

hcho3 opened this issue about 2 months ago
2.1.3 Patch release.

trivialfis opened this issue about 2 months ago
remove treelite references in library loader

jameslamb opened this pull request about 2 months ago
[R] Drop plot tree style support.

trivialfis opened this pull request about 2 months ago
Bug in `objective = "reg:pseudohubererror"` and `xgb.plot.tree()`

DrJerryTAO opened this issue about 2 months ago
SYCL. Fix CI failures

razdoburdin opened this pull request about 2 months ago
PySpark params might be outdated.

trivialfis opened this issue about 2 months ago
[dask] Prevent the training from hang due to aborted worker.

trivialfis opened this pull request 2 months ago
[spark] Make xgboost spark support large model size

WeichenXu123 opened this pull request 2 months ago
[coll] Expose configuration.

trivialfis opened this pull request 2 months ago
[jvm-packages] Clean up CI

hcho3 opened this pull request 2 months ago
Add option to disable ELLPACK format/index arrays for GPU training

terraflops1048576 opened this issue 2 months ago
[EM] Add tests for irregular data shapes.

trivialfis opened this pull request 2 months ago
[jvm packages] Bump rapids version.

trivialfis opened this pull request 2 months ago
[jvm-packages] Update javadoc plugin.

trivialfis opened this pull request 2 months ago
Add Stacklevel to python warning callback.

trivialfis opened this pull request 2 months ago
[Breaking] Remove deprecated Device QDM.

trivialfis opened this pull request 2 months ago
[coll] Fix tracker port and thread init.

trivialfis opened this pull request 2 months ago
Fix dmlc/xgboost#10752

hcho3 opened this pull request 2 months ago
Bump com.esotericsoftware:kryo from 5.6.0 to 5.6.2 in /jvm-packages/xgboost4j-spark

dependabot[bot] opened this pull request 2 months ago
Bump actions/upload-artifact from 4.4.0 to 4.4.3

dependabot[bot] opened this pull request 2 months ago
Bump docker/setup-buildx-action from 3.6.1 to 3.7.1

dependabot[bot] opened this pull request 2 months ago
Bump actions/cache from 4.0.2 to 4.1.2

dependabot[bot] opened this pull request 2 months ago
Bump actions/setup-python from 5.2.0 to 5.3.0

dependabot[bot] opened this pull request 2 months ago
Bump com.esotericsoftware:kryo from 5.6.0 to 5.6.2 in /jvm-packages/xgboost4j

dependabot[bot] opened this pull request 2 months ago
libomp: xgboost incorrect LC_RPATH referenced in libxgboost.dylib

Ubiquitous opened this issue 2 months ago
[coll] Support timeout for nccl calls.

trivialfis opened this pull request 2 months ago
xgboost Spark session not exiting after successful training run

jjayadeep06 opened this issue 2 months ago
SYCL. Refactor UpdatePredictionCache with MatrixView

razdoburdin opened this pull request 2 months ago
[dask] Optional support for client-side logging

trivialfis opened this pull request 2 months ago
[dask] Optional support for client-side logging.

trivialfis opened this pull request 2 months ago
[doc] Update release news. [skip ci]

trivialfis opened this pull request 2 months ago
[backport] Fix compiling with latest CTK for the 1.7 branch.

trivialfis opened this pull request 2 months ago
[pyspark] Add barrier before initializing Rabit

wbo4958 opened this pull request 2 months ago
[jvm-packages] support array features type for cpu

wbo4958 opened this pull request 2 months ago
Pred_contribs in 2.1.1 takes significantly more gpu memory than in 1.4.2

RostislavStoyanov opened this issue 2 months ago
[breaking] Remove dask from the default import.

trivialfis opened this pull request 2 months ago
Disable the host numa virtual memory allocator for now.

trivialfis opened this pull request 2 months ago
[WIP] Use memory pool for pinned allocation.

trivialfis opened this pull request 2 months ago
SYCL. Add sycl-specific implementation for absoluteerror

razdoburdin opened this pull request 2 months ago
Add support for CUDA virtual device memory.

trivialfis opened this pull request 2 months ago
[EM] Small fixes for the example

trivialfis opened this pull request 2 months ago