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DMLC/XGBoost

Scalable, Portable Gradient Boosting
Collective - Host: opensource - https://opencollective.com/xgboost - Website: https://xgboost.ai/ - Code: https://github.com/dmlc/xgboost

Crash when running XGBoost via PySpark (socket.cc - Check failed)

github.com/dmlc/xgboost - aardvarkk opened this issue about 2 months ago
[CI] Disable test with RAPIDS nightly

github.com/dmlc/xgboost - hcho3 opened this pull request about 2 months ago
[R] Add evaluation set and early stopping for `xgboost()`

github.com/dmlc/xgboost - david-cortes opened this pull request about 2 months ago
SYCL. Add more test for sycl-objectives

github.com/dmlc/xgboost - razdoburdin opened this pull request about 2 months ago
[ci] Update macos for cpp tests.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
Freeze dask version to `2024.11` for now.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
Update ISSUE_TEMPLATE.md

github.com/dmlc/xgboost - hcho3 opened this pull request about 2 months ago
[R] Use `predict.xgb.Booster` internally when needed

github.com/dmlc/xgboost - david-cortes opened this pull request about 2 months ago
[R] Update serialization docs

github.com/dmlc/xgboost - david-cortes opened this pull request about 2 months ago
Reduce pandas dataframe overhead.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
API: Custom objectives with zero hessian

github.com/dmlc/xgboost - DrumsnChocolate opened this issue about 2 months ago
Update news for 2.1.3 [skip ci]

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
[ci] Rename src tarball. [skip ci]

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
Performance Issues with predict Call in XGBoost (v2.1.1)

github.com/dmlc/xgboost - isslerman opened this issue about 2 months ago
Support stat with categorical split in graphviz dump.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
[doc] Move model parser demo into Python demo.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
Remove deprecated `feval`.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
[draft] Make xgboost spark support spark-connect

github.com/dmlc/xgboost - WeichenXu123 opened this pull request about 2 months ago
Booster could have raw predictions for individual trees

github.com/dmlc/xgboost - david-cortes opened this issue about 2 months ago
ERROR : XGBoostError: XGBoost Library (libxgboost.so) could not be loaded

github.com/dmlc/xgboost - jeetendraswami5 opened this issue about 2 months ago
[pyspark] LTR: distribute the features with same group into same partition

github.com/dmlc/xgboost - wbo4958 opened this pull request about 2 months ago
[Don't merge] A small workflow example with RunsOn

github.com/dmlc/xgboost - hcho3 opened this pull request about 2 months ago
Two slightly different tarballs generated in release script; differentiate them

github.com/dmlc/xgboost - jakirkham opened this issue about 2 months ago
[CI] group dependabot updates into fewer PRs and/or do not automatically run CI on them

github.com/dmlc/xgboost - jameslamb opened this issue about 2 months ago
[R] Remove GC safety test

github.com/dmlc/xgboost - david-cortes opened this pull request about 2 months ago
Reset the booster.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
[R] Add predict method for new `xgboost()`

github.com/dmlc/xgboost - david-cortes opened this pull request about 2 months ago
Bump com.fasterxml.jackson.core:jackson-databind from 2.15.0 to 2.18.2 in /jvm-packages/xgboost4j-spark-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request about 2 months ago
Bump com.nvidia:rapids-4-spark_2.12 from 24.10.0 to 24.10.1 in /jvm-packages/xgboost4j-spark-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request about 2 months ago
Bump com.fasterxml.jackson.core:jackson-databind from 2.15.0 to 2.18.2 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request about 2 months ago
Bump org.codehaus.mojo:exec-maven-plugin from 3.4.1 to 3.5.0 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request about 2 months ago
Bump hadoop.version from 3.4.0 to 3.4.1 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request about 2 months ago
Bump conda-incubator/setup-miniconda from 3.0.4 to 3.1.0

github.com/dmlc/xgboost - dependabot[bot] opened this pull request about 2 months ago
Bump actions/setup-java from 4.4.0 to 4.5.0

github.com/dmlc/xgboost - dependabot[bot] opened this pull request about 2 months ago
Bump com.fasterxml.jackson.core:jackson-databind from 2.15.0 to 2.18.2 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request about 2 months ago
Bump org.codehaus.mojo:exec-maven-plugin from 3.4.1 to 3.5.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request about 2 months ago
Bump com.nvidia:rapids-4-spark_2.12 from 24.10.0 to 24.10.1 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request about 2 months ago
[R] GC Torture test is very slow

github.com/dmlc/xgboost - david-cortes opened this issue about 2 months ago
SYCL. Remove sycl-specific implementation for multiclass-objective

github.com/dmlc/xgboost - razdoburdin opened this pull request about 2 months ago
Add Python 3.13 classifier to pyproject.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
[WIP][R] Drop support for CV.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
[R] Drop support for text inputs.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
[R] configure backtrace and fopen64

github.com/dmlc/xgboost - bastistician opened this pull request about 2 months ago
[Question] Is it possible to get the name of the output classes of an XGBClassifier?

github.com/dmlc/xgboost - dhombios opened this issue about 2 months ago
[jvm-packages] LTR: distribute the features with same group into same partition

github.com/dmlc/xgboost - wbo4958 opened this pull request about 2 months ago
[R] Stop when handling deprecated parameters.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
Adapt to scikit-learn 1.6 estimator tag changes

github.com/dmlc/xgboost - jameslamb opened this pull request about 2 months ago
Bump development version to 3.0.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
Bump version to 2.1.3.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
[bp] Handle `cudf.pandas` proxy objects properly (#11014)

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 months ago
Protobuf error.

github.com/dmlc/xgboost - trivialfis opened this issue about 2 months ago
SYCL. Unify regression objective calculation

github.com/dmlc/xgboost - razdoburdin opened this pull request about 2 months ago
[jvm-packages] the latest snapshot packages are broken

github.com/dmlc/xgboost - wbo4958 opened this issue about 2 months ago
Handle `cudf.pandas` proxy objects properly

github.com/dmlc/xgboost - galipremsagar opened this pull request 2 months ago
ValueError: could not convert string to float

github.com/dmlc/xgboost - Checunmily opened this issue 2 months ago
[dask] Refactor for learning to rank.

github.com/dmlc/xgboost - trivialfis opened this pull request 2 months ago
XGBoostj4-spark train: Failed to load xgboost4j library from jar

github.com/dmlc/xgboost - NvTimLiu opened this issue 2 months ago
Cost-Efficient Gradient Boosting (GreedyMiser) for XGBoost

github.com/dmlc/xgboost - eugeneyarovoi opened this issue 2 months ago
Better xlabel in plot_importance()

github.com/dmlc/xgboost - mayer79 opened this pull request 2 months ago
Python: Better xlabel in plot_importance()

github.com/dmlc/xgboost - mayer79 opened this issue 2 months ago
[Dask] Sort and partition for ranking.

github.com/dmlc/xgboost - trivialfis opened this pull request 2 months ago
Consistent Python relative imports.

github.com/dmlc/xgboost - trivialfis opened this pull request 2 months ago
[bp][spark] Make xgboost spark support large model size (#10984)

github.com/dmlc/xgboost - trivialfis opened this pull request 2 months ago
[bp] Fix rng for the column sampler. (#10998)

github.com/dmlc/xgboost - trivialfis opened this pull request 2 months ago
[pyspark] Support collective.Conf in spark

github.com/dmlc/xgboost - wbo4958 opened this pull request 2 months ago
Small enhancements for doc and error messages.

github.com/dmlc/xgboost - trivialfis opened this pull request 2 months ago
Next-generation CI/CD pipelines with RunsOn

github.com/dmlc/xgboost - hcho3 opened this pull request 2 months ago
[RFC] High-level interface for external memory.

github.com/dmlc/xgboost - trivialfis opened this issue 2 months ago
discrete features with unique values < max_bin but with some values having very low frequency?

github.com/dmlc/xgboost - lukezli opened this issue 2 months ago
Fix rng for the column sampler.

github.com/dmlc/xgboost - trivialfis opened this pull request 2 months ago
XGBoost Python API ignoring random state

github.com/dmlc/xgboost - mbarsacchi opened this issue 2 months ago
[doc] Add a brief description for using `offset`. [skip ci]

github.com/dmlc/xgboost - trivialfis opened this pull request 2 months ago
[CI] Pin Dask to 2024.10.0

github.com/dmlc/xgboost - hcho3 opened this pull request 2 months ago
Test fails with Dask 2024.11.0+

github.com/dmlc/xgboost - hcho3 opened this issue 2 months ago
SYCL. Unify calculations for objectives reg:absoluteerror, reg:quantileerror, binary:hinge

github.com/dmlc/xgboost - razdoburdin opened this pull request 2 months ago
2.1.3 Patch release.

github.com/dmlc/xgboost - trivialfis opened this issue 2 months ago
Document is not clear on 'topk' and 'mean' for lambdarank_pair_method for lambda rank pair construction

github.com/dmlc/xgboost - nsh-bay opened this issue 3 months ago
remove treelite references in library loader

github.com/dmlc/xgboost - jameslamb opened this pull request 3 months ago
[R] Drop plot tree style support.

github.com/dmlc/xgboost - trivialfis opened this pull request 3 months ago
Bug in `objective = "reg:pseudohubererror"` and `xgb.plot.tree()`

github.com/dmlc/xgboost - DrJerryTAO opened this issue 3 months ago
SYCL. Fix CI failures

github.com/dmlc/xgboost - razdoburdin opened this pull request 3 months ago
PySpark params might be outdated.

github.com/dmlc/xgboost - trivialfis opened this issue 3 months ago
[dask] Prevent the training from hang due to aborted worker.

github.com/dmlc/xgboost - trivialfis opened this pull request 3 months ago
[spark] Make xgboost spark support large model size

github.com/dmlc/xgboost - WeichenXu123 opened this pull request 3 months ago
[coll] Expose configuration.

github.com/dmlc/xgboost - trivialfis opened this pull request 3 months ago
[jvm-packages] Clean up CI

github.com/dmlc/xgboost - hcho3 opened this pull request 3 months ago
Add option to disable ELLPACK format/index arrays for GPU training

github.com/dmlc/xgboost - terraflops1048576 opened this issue 3 months ago
[EM] Add tests for irregular data shapes.

github.com/dmlc/xgboost - trivialfis opened this pull request 3 months ago
[jvm packages] Bump rapids version.

github.com/dmlc/xgboost - trivialfis opened this pull request 3 months ago
[jvm-packages] Update javadoc plugin.

github.com/dmlc/xgboost - trivialfis opened this pull request 3 months ago
Add Stacklevel to python warning callback.

github.com/dmlc/xgboost - trivialfis opened this pull request 3 months ago
Bump org.apache.maven.plugins:maven-javadoc-plugin from 3.7.0 to 3.11.1 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 3 months ago
Bump org.apache.maven.plugins:maven-surefire-plugin from 3.5.0 to 3.5.2 in /jvm-packages/xgboost4j-example

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 3 months ago
[Breaking] Remove deprecated Device QDM.

github.com/dmlc/xgboost - trivialfis opened this pull request 3 months ago
[coll] Fix tracker port and thread init.

github.com/dmlc/xgboost - trivialfis opened this pull request 3 months ago
Fix dmlc/xgboost#10752

github.com/dmlc/xgboost - hcho3 opened this pull request 3 months ago
Bump com.esotericsoftware:kryo from 5.6.0 to 5.6.2 in /jvm-packages/xgboost4j-example

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 3 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

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 3 months ago
Bump org.apache.maven.plugins:maven-checkstyle-plugin from 3.5.0 to 3.6.0 in /jvm-packages/xgboost4j-example

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 3 months ago
Bump org.apache.maven.plugins:maven-surefire-plugin from 3.5.0 to 3.5.1 in /jvm-packages/xgboost4j-example

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 3 months ago