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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
trivialfis opened this pull request about 1 month ago
[WIP][R] Drop support for CV.
trivialfis opened this pull request about 1 month ago
trivialfis opened this pull request about 1 month ago
[R] Drop support for text inputs.
trivialfis opened this pull request about 1 month ago
trivialfis opened this pull request about 1 month ago
[R] configure backtrace and fopen64
bastistician opened this pull request about 1 month ago
bastistician opened this pull request about 1 month ago
[Question] Is it possible to get the name of the output classes of an XGBClassifier?
dhombios opened this issue about 1 month ago
dhombios opened this issue 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
wbo4958 opened this pull request about 1 month ago
[R] Stop when handling deprecated parameters.
trivialfis opened this pull request about 1 month ago
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
jameslamb opened this pull request about 1 month ago
Bump development version to 3.0.
trivialfis opened this pull request about 1 month ago
trivialfis opened this pull request about 1 month ago
Bump version to 2.1.3.
trivialfis opened this pull request about 1 month ago
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
trivialfis opened this pull request about 1 month ago
Protobuf error.
trivialfis opened this issue about 1 month ago
trivialfis opened this issue about 1 month ago
SYCL. Unify regression objective calculation
razdoburdin opened this pull request about 1 month ago
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
wbo4958 opened this issue about 1 month ago
Handle `cudf.pandas` proxy objects properly
galipremsagar opened this pull request about 1 month ago
galipremsagar opened this pull request about 1 month ago
ValueError: could not convert string to float
Checunmily opened this issue about 1 month ago
Checunmily opened this issue about 1 month ago
[dask] Refactor for learning to rank.
trivialfis opened this pull request about 1 month ago
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
NvTimLiu opened this issue about 2 months ago
Cost-Efficient Gradient Boosting (GreedyMiser) for XGBoost
eugeneyarovoi opened this issue about 2 months ago
eugeneyarovoi opened this issue about 2 months ago
Better xlabel in plot_importance()
mayer79 opened this pull request about 2 months ago
mayer79 opened this pull request about 2 months ago
Python: Better xlabel in plot_importance()
mayer79 opened this issue about 2 months ago
mayer79 opened this issue about 2 months ago
[Dask] Sort and partition for ranking.
trivialfis opened this pull request about 2 months ago
trivialfis opened this pull request about 2 months ago
Consistent Python relative imports.
trivialfis opened this pull request about 2 months ago
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
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
trivialfis opened this pull request about 2 months ago
[pyspark] Support collective.Conf in spark
wbo4958 opened this pull request about 2 months ago
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
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
hcho3 opened this pull request about 2 months ago
[RFC] High-level interface for external memory.
trivialfis opened this issue about 2 months ago
trivialfis opened this issue about 2 months ago
discrete features with unique values < max_bin but with some values having very low frequency?
lukezli opened this issue about 2 months ago
lukezli opened this issue about 2 months ago
Fix rng for the column sampler.
trivialfis opened this pull request about 2 months ago
trivialfis opened this pull request about 2 months ago
XGBoost Python API ignoring random state
mbarsacchi opened this issue about 2 months ago
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
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
hcho3 opened this pull request about 2 months ago
Test fails with Dask 2024.11.0+
hcho3 opened this issue about 2 months ago
hcho3 opened this issue about 2 months ago
SYCL. Unify calculations for objectives reg:absoluteerror, reg:quantileerror, binary:hinge
razdoburdin opened this pull request about 2 months ago
razdoburdin opened this pull request about 2 months ago
2.1.3 Patch release.
trivialfis opened this issue about 2 months ago
trivialfis opened this issue about 2 months ago
Document is not clear on 'topk' and 'mean' for lambdarank_pair_method for lambda rank pair construction
nsh-bay opened this issue about 2 months ago
nsh-bay opened this issue about 2 months ago
remove treelite references in library loader
jameslamb opened this pull request about 2 months ago
jameslamb opened this pull request about 2 months ago
[R] Drop plot tree style support.
trivialfis opened this pull request about 2 months ago
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
DrJerryTAO opened this issue about 2 months ago
SYCL. Fix CI failures
razdoburdin opened this pull request about 2 months ago
razdoburdin opened this pull request about 2 months ago
PySpark params might be outdated.
trivialfis opened this issue about 2 months ago
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
trivialfis opened this pull request 2 months ago
[spark] Make xgboost spark support large model size
WeichenXu123 opened this pull request 2 months ago
WeichenXu123 opened this pull request 2 months ago
[coll] Expose configuration.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
[jvm-packages] Clean up CI
hcho3 opened this pull request 2 months ago
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
terraflops1048576 opened this issue 2 months ago
[EM] Add tests for irregular data shapes.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
[jvm packages] Bump rapids version.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
[jvm-packages] Update javadoc plugin.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
Add Stacklevel to python warning callback.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-javadoc-plugin from 3.7.0 to 3.11.1 in /jvm-packages
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-surefire-plugin from 3.5.0 to 3.5.2 in /jvm-packages/xgboost4j-example
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
[Breaking] Remove deprecated Device QDM.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
[coll] Fix tracker port and thread init.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
Fix dmlc/xgboost#10752
hcho3 opened this pull request 2 months ago
hcho3 opened this pull request 2 months ago
Bump com.esotericsoftware:kryo from 5.6.0 to 5.6.2 in /jvm-packages/xgboost4j-example
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-project-info-reports-plugin from 3.7.0 to 3.8.0 in /jvm-packages/xgboost4j-example
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-checkstyle-plugin from 3.5.0 to 3.6.0 in /jvm-packages/xgboost4j-example
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-surefire-plugin from 3.5.0 to 3.5.1 in /jvm-packages/xgboost4j-example
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-site-plugin from 3.20.0 to 3.21.0 in /jvm-packages/xgboost4j-example
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump com.fasterxml.jackson.core:jackson-databind from 2.15.0 to 2.18.1 in /jvm-packages/xgboost4j-spark-gpu
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-surefire-plugin from 3.5.0 to 3.5.1 in /jvm-packages/xgboost4j-spark-gpu
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump com.nvidia:rapids-4-spark_2.12 from 24.08.1 to 24.10.0 in /jvm-packages/xgboost4j-spark-gpu
dependabot[bot] opened this pull request 2 months ago
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-spark-gpu
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-surefire-plugin from 3.5.0 to 3.5.1 in /jvm-packages/xgboost4j-spark
dependabot[bot] opened this pull request 2 months ago
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-spark
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-project-info-reports-plugin from 3.7.0 to 3.8.0 in /jvm-packages/xgboost4j-spark
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-checkstyle-plugin from 3.5.0 to 3.6.0 in /jvm-packages/xgboost4j-spark
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-site-plugin from 3.20.0 to 3.21.0 in /jvm-packages/xgboost4j-spark
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump com.fasterxml.jackson.core:jackson-databind from 2.15.0 to 2.18.1 in /jvm-packages
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-javadoc-plugin from 3.7.0 to 3.10.1 in /jvm-packages
dependabot[bot] opened this pull request 2 months ago
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
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-project-info-reports-plugin from 3.7.0 to 3.8.0 in /jvm-packages
dependabot[bot] opened this pull request 2 months ago
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
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
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
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
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-checkstyle-plugin from 3.5.0 to 3.6.0 in /jvm-packages/xgboost4j
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump com.fasterxml.jackson.core:jackson-databind from 2.15.0 to 2.18.1 in /jvm-packages/xgboost4j
dependabot[bot] opened this pull request 2 months ago
dependabot[bot] opened this pull request 2 months ago
Bump org.apache.maven.plugins:maven-site-plugin from 3.20.0 to 3.21.0 in /jvm-packages/xgboost4j
dependabot[bot] opened this pull request 2 months ago
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
Ubiquitous opened this issue 2 months ago
[coll] Support timeout for nccl calls.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
xgboost Spark session not exiting after successful training run
jjayadeep06 opened this issue 2 months ago
jjayadeep06 opened this issue 2 months ago
SYCL. Refactor UpdatePredictionCache with MatrixView
razdoburdin opened this pull request 2 months ago
razdoburdin opened this pull request 2 months ago
[dask] Optional support for client-side logging
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
[dask] Optional support for client-side logging.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
[doc] Update release news. [skip ci]
trivialfis opened this pull request 2 months ago
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
trivialfis opened this pull request 2 months ago
[pyspark] Add barrier before initializing Rabit
wbo4958 opened this pull request 2 months ago
wbo4958 opened this pull request 2 months ago
[jvm-packages] support array features type for cpu
wbo4958 opened this pull request 2 months ago
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
RostislavStoyanov opened this issue 2 months ago
[breaking] Remove dask from the default import.
trivialfis opened this pull request 2 months ago
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
trivialfis opened this pull request 2 months ago
CUDA virtual memory management with HOST NUMA might require special system capabilities.
trivialfis opened this issue 2 months ago
trivialfis opened this issue 2 months ago
[WIP] Use memory pool for pinned allocation.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
SYCL. Add sycl-specific implementation for absoluteerror
razdoburdin opened this pull request 2 months ago
razdoburdin opened this pull request 2 months ago
Add support for CUDA virtual device memory.
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago
[EM] Small fixes for the example
trivialfis opened this pull request 2 months ago
trivialfis opened this pull request 2 months ago