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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 timeout for distributed tests.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Flaky column split tests.
trivialfis opened this issue 8 months ago
trivialfis opened this issue 8 months ago
[jvm-packages] refine tracker
wbo4958 opened this pull request 8 months ago
wbo4958 opened this pull request 8 months ago
Hang inside NCCL.
trivialfis opened this issue 8 months ago
trivialfis opened this issue 8 months ago
SYCL. Optimize hist building for sycl devices.
razdoburdin opened this pull request 8 months ago
razdoburdin opened this pull request 8 months ago
[doc] Add a coarse map for XGBoost features to assist development. [skip ci]
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Bump org.codehaus.mojo:exec-maven-plugin from 3.2.0 to 3.3.0 in /jvm-packages/xgboost4j
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Is there any way to load Dmatrix faster?
vincentccc opened this issue 8 months ago
vincentccc opened this issue 8 months ago
[JVM-packages] Prevent memory leak.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
[coll] Keep the tracker alive during initialization error.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
[CI] Bump checkout action version.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Bump com.fasterxml.jackson.core:jackson-databind from 2.14.2 to 2.17.1 in /jvm-packages/xgboost4j
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump com.fasterxml.jackson.core:jackson-databind from 2.14.2 to 2.17.1 in /jvm-packages/xgboost4j-spark
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
[jvm-packages] Allow control over path of extracted library
oferfort opened this issue 8 months ago
oferfort opened this issue 8 months ago
Training on GPU is not successful using XGBClassifier when training data is too large
madakkmi opened this issue 8 months ago
madakkmi opened this issue 8 months ago
xgboost4j matrix memory leak
huangwei907781034 opened this issue 8 months ago
huangwei907781034 opened this issue 8 months ago
CV estimator.
trivialfis opened this issue 8 months ago
trivialfis opened this issue 8 months ago
Optimal intercept initialization for simple objectives
david-cortes opened this pull request 8 months ago
david-cortes opened this pull request 8 months ago
How XGBoost sample_weights alternate the objective function formula?
geogreko opened this issue 8 months ago
geogreko opened this issue 8 months ago
[CI] Fix pylint.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
[CI] add script to generate meta info and upload to s3
wbo4958 opened this pull request 8 months ago
wbo4958 opened this pull request 8 months ago
Bump commons-logging:commons-logging from 1.3.1 to 1.3.2 in /jvm-packages/xgboost4j
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump commons-logging:commons-logging from 1.3.1 to 1.3.2 in /jvm-packages/xgboost4j-spark
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Revise dask GPU demo.
trivialfis opened this issue 8 months ago
trivialfis opened this issue 8 months ago
Add heu processor library files (for secure boost scheme phase 2)
shaojian-ant opened this pull request 8 months ago
shaojian-ant opened this pull request 8 months ago
BUG: SHAP values calculated using CPU differ from SHAP values calculated using GPU for XGBOOST
madakkmi opened this issue 8 months ago
madakkmi opened this issue 8 months ago
xgboost is extremely slow on i9-14900KF processor
sermakarevich opened this issue 8 months ago
sermakarevich opened this issue 8 months ago
Use a thread pool for external memory.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Support doc link for the sklearn module.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Optioinally release cache in data iter during iteration.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
[CI] Fixes with latest dependencies.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Broken links for 'Edit on GitHub' on docs under `demo`
david-cortes opened this issue 8 months ago
david-cortes opened this issue 8 months ago
Add more detailed explanations and tutorial for advanced objectives
david-cortes opened this pull request 8 months ago
david-cortes opened this pull request 8 months ago
python_tests: Upgrade from macos-11 to macos-13
cclauss opened this pull request 8 months ago
cclauss opened this pull request 8 months ago
[pyspark] Add launch_tracker_on_driver to decide where the tracker will be launched
wbo4958 opened this pull request 8 months ago
wbo4958 opened this pull request 8 months ago
Bump ossf/scorecard-action from 2.3.1 to 2.3.3
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.9.0 to 4.9.1 in /jvm-packages/xgboost4j-example
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump conda-incubator/setup-miniconda from 2.1.1 to 3.0.4
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump org.apache.spark:spark-mllib_2.12 from 3.4.1 to 3.5.1 in /jvm-packages/xgboost4j-example
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump dorny/paths-filter from 2 to 3
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump mamba-org/provision-with-micromamba from 14 to 16
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump actions/checkout from 2 to 4
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.9.0 to 4.9.1 in /jvm-packages/xgboost4j-gpu
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.9.0 to 4.9.1 in /jvm-packages/xgboost4j-spark-gpu
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
[doc][dask] Update notes about k8s.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Adopt new logo
hcho3 opened this pull request 8 months ago
hcho3 opened this pull request 8 months ago
SYCL. Add nodes initialisation
razdoburdin opened this pull request 8 months ago
razdoburdin opened this pull request 8 months ago
Keep GitHub Actions up to date with Dependabot
cclauss opened this pull request 8 months ago
cclauss opened this pull request 8 months ago
[CI] Upgrade setup-r.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Fixes for the latest pandas.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Pkg_resources is not defined in python docker
neman-je opened this issue 8 months ago
neman-je opened this issue 8 months ago
Be more lenient on floating point error for AUC.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
[backport] Fix compiling with the latest CTX.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Got Type Error when customize objective function.
Cai-SunShine opened this issue 8 months ago
Cai-SunShine opened this issue 8 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.9.0 to 4.9.1 in /jvm-packages/xgboost4j-spark
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.9.0 to 4.9.1 in /jvm-packages/xgboost4j
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
when custom the objective function in xgboost, what should be the shape of the hessian?
Cai-SunShine opened this issue 8 months ago
Cai-SunShine opened this issue 8 months ago
Is the hessian right in multi:softprob?
SachaIZADI opened this issue 8 months ago
SachaIZADI opened this issue 8 months ago
Issues downgrading xgboost 2 model
farridav opened this issue 8 months ago
farridav opened this issue 8 months ago
XGBoost4j-spark Build fail because NPE
CrazyBinXXX opened this issue 8 months ago
CrazyBinXXX opened this issue 8 months ago
Memory spikes when creating QuantileDMatrix from data containing NaN
bridgream opened this issue 8 months ago
bridgream opened this issue 8 months ago
[jvm-packages] fix group col for gpu packages
wbo4958 opened this pull request 8 months ago
wbo4958 opened this pull request 8 months ago
[jvm-packagaes] Freeze spark to 3.4.1 for now.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
Fixes for numpy 2.0.
trivialfis opened this pull request 8 months ago
trivialfis opened this pull request 8 months ago
SYCL. Add loss-guided hist building
razdoburdin opened this pull request 8 months ago
razdoburdin opened this pull request 8 months ago
xgboost 2.0.1 is breaking on rootless docker.
prafullat opened this issue 8 months ago
prafullat opened this issue 8 months ago
monotone_constraints not working with xgb.regressor (python)
niltecedu opened this issue 8 months ago
niltecedu opened this issue 8 months ago
Federated horizontal result does not align with basic training without federation
ZiyueXu77 opened this issue 8 months ago
ZiyueXu77 opened this issue 8 months ago
Bump ai.rapids:cudf from 23.12.1 to 24.04.0 in /jvm-packages
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump com.nvidia:rapids-4-spark_2.12 from 23.12.1 to 24.04.0 in /jvm-packages
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump org.apache.maven.plugins:maven-deploy-plugin from 3.1.1 to 3.1.2 in /jvm-packages
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump org.apache.maven.plugins:maven-jar-plugin from 3.4.0 to 3.4.1 in /jvm-packages
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump scala.version from 2.12.18 to 2.13.14 in /jvm-packages
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump org.apache.maven.plugins:maven-deploy-plugin from 3.1.1 to 3.1.2 in /jvm-packages/xgboost4j-spark-gpu
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump com.nvidia:rapids-4-spark_2.12 from 23.12.1 to 24.04.0 in /jvm-packages/xgboost4j-spark-gpu
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump org.apache.maven.plugins:maven-deploy-plugin from 3.1.1 to 3.1.2 in /jvm-packages/xgboost4j-gpu
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump scala.version from 2.12.18 to 2.13.14 in /jvm-packages/xgboost4j-gpu
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump org.apache.maven.plugins:maven-jar-plugin from 3.4.0 to 3.4.1 in /jvm-packages/xgboost4j-gpu
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump org.apache.maven.plugins:maven-deploy-plugin from 3.1.1 to 3.1.2 in /jvm-packages/xgboost4j-example
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump org.apache.maven.plugins:maven-deploy-plugin from 3.1.1 to 3.1.2 in /jvm-packages/xgboost4j-spark
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump org.apache.maven.plugins:maven-deploy-plugin from 3.1.1 to 3.1.2 in /jvm-packages/xgboost4j
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
Bump scala.version from 2.12.18 to 2.13.14 in /jvm-packages/xgboost4j
dependabot[bot] opened this pull request 8 months ago
dependabot[bot] opened this pull request 8 months ago
c-ares and BoringSSL version in xgboost 2.0.3
soumen-ghosh opened this issue 8 months ago
soumen-ghosh opened this issue 8 months ago
[RFC] New logo for XGBoost
hcho3 opened this issue 8 months ago
hcho3 opened this issue 8 months ago
Implement secure horizontal scheme for federated learning
ZiyueXu77 opened this pull request 9 months ago
ZiyueXu77 opened this pull request 9 months ago
Support more sklearn tags for testing.
trivialfis opened this pull request 9 months ago
trivialfis opened this pull request 9 months ago
[CI] Retire Mac Mini worker in BuildKite
hcho3 opened this issue 9 months ago
hcho3 opened this issue 9 months ago
[CI] Update setup-r.
trivialfis opened this pull request 9 months ago
trivialfis opened this pull request 9 months ago
Update nvtx.
trivialfis opened this pull request 9 months ago
trivialfis opened this pull request 9 months ago
[pyspark] clear temp storage to release GPU memory before each iteration
wbo4958 opened this pull request 9 months ago
wbo4958 opened this pull request 9 months ago
[CI] Use native arm64 worker in GHAction to build M1 wheel
hcho3 opened this pull request 9 months ago
hcho3 opened this pull request 9 months ago
Python 3.12 `xgboost.core.XGBoostError: Invalid Parameter format for nthread expect int but value='-1'` when `DMatrix` used with `import googlecloudprofiler`.
rtb-zla-karma opened this issue 9 months ago
rtb-zla-karma opened this issue 9 months ago
Tutorial on c-api distributed training of xgboost
limingyao100 opened this issue 9 months ago
limingyao100 opened this issue 9 months ago
SYCL. Add data initialization for training
razdoburdin opened this pull request 9 months ago
razdoburdin opened this pull request 9 months ago
NumPy 2.0 support
jakirkham opened this issue 9 months ago
jakirkham opened this issue 9 months ago
[pyspark] Sort workers by task ID.
trivialfis opened this pull request 9 months ago
trivialfis opened this pull request 9 months ago
Pull CI changes into vertical federated learning branch.
trivialfis opened this pull request 9 months ago
trivialfis opened this pull request 9 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.8.1 to 4.9.0 in /jvm-packages/xgboost4j-spark
dependabot[bot] opened this pull request 9 months ago
dependabot[bot] opened this pull request 9 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.8.1 to 4.9.0 in /jvm-packages/xgboost4j
dependabot[bot] opened this pull request 9 months ago
dependabot[bot] opened this pull request 9 months ago
SYCL. Add sampling initialization
razdoburdin opened this pull request 9 months ago
razdoburdin opened this pull request 9 months ago