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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

[R] Keep row names in predictions

david-cortes opened this pull request 5 months ago
[R] XGBoost 2 deprecation error

mayer79 opened this issue 5 months ago
Fix incorrect dimension in tutorial for advanced objectives

david-cortes opened this pull request 5 months ago
[EM] Support SHAP contribution with QDM.

trivialfis opened this pull request 5 months ago
disregard

jerrylin96 opened this issue 5 months ago
Gradients and hessians in multi-target models

RawabiAlwanin opened this issue 5 months ago
Check cub errors.

trivialfis opened this pull request 5 months ago
Fix potential race in feature constraint.

trivialfis opened this pull request 5 months ago
ignore UBJSON files in gitignore

jameslamb opened this pull request 5 months ago
[cmake] prefer 'cmake -B' and 'cmake --build' everywhere

jameslamb opened this pull request 5 months ago
Federated Learning not running with 2.1.0 and 2.1.1

gubertoli opened this issue 5 months ago
[EM] Log the page size of ellpack.

trivialfis opened this pull request 5 months ago
[doc] Brief note about RMM SAM allocator. [skip ci]

trivialfis opened this pull request 5 months ago
Add managed memory allocator.

trivialfis opened this pull request 5 months ago
CRPS loss function

xnuohz opened this issue 5 months ago
[JVM-packages] Add method to get quantile cuts.

trivialfis opened this pull request 5 months ago
Reduce thread contention in column split histogram test.

trivialfis opened this pull request 5 months ago
[EM] Enable prediction cache for GPU.

trivialfis opened this pull request 5 months ago
load_model() version incompatibility

masterfelu opened this issue 5 months ago
[CI] Column split tests might hang.

trivialfis opened this issue 5 months ago
SYCL. Fix sampling for devices without fp64 support

razdoburdin opened this pull request 5 months ago
[multi] Implement weight feature importance.

trivialfis opened this pull request 5 months ago
[docs] [cmake] switch to 'cmake --build'?

jameslamb opened this issue 5 months ago
[doc] [R] clarify lintr docs

jameslamb opened this pull request 5 months ago
[breaking][CI] Use CTK 12.4

hcho3 opened this pull request 5 months ago
[CI] Update RAPIDS to latest stable

github-actions[bot] opened this pull request 5 months ago
[EM] Support ExtMemQdm in the GPU predictor.

trivialfis opened this pull request 5 months ago
[coll] Reduce the amount of open files (socket).

trivialfis opened this pull request 5 months ago
Add more tests and doc for QDM.

trivialfis opened this pull request 5 months ago
[EM] Enable access to the number of batches.

trivialfis opened this pull request 5 months ago
SYCL. Add implementation for depth-wise policy

razdoburdin opened this pull request 5 months ago
[EM] Add GPU version of the external memory QDM.

trivialfis opened this pull request 5 months ago
[R] ignore auto-generated config.h, ensure tests run without 'vcd'

jameslamb opened this pull request 5 months ago
[R] prefer startsWith() to substr() or regular expressions

jameslamb opened this pull request 5 months ago
[CI] use key=value form for Dockerfile ENV statements

jameslamb opened this pull request 5 months ago
Feature Request: add timeout parameter to the .fit() method

fingoldo opened this issue 5 months ago
Decreased predictiveness when converting integers to floats

tsmith-perchgroup opened this issue 5 months ago
[EM] CPU implementation for external memory QDM.

trivialfis opened this pull request 5 months ago
SYCL. Add implementation for loss-guided policy

razdoburdin opened this pull request 5 months ago
Added SVE implementation to improve the performance on ARM architecture

divya2108 opened this pull request 5 months ago
[dask] Reduce the flakiness of tests.

trivialfis opened this pull request 5 months ago
Cleanup GPU Hist tests.

trivialfis opened this pull request 5 months ago
[coll] Use loky for tests.

trivialfis opened this pull request 5 months ago
[backport] Enable CI build for the `federated-secure` branch. (#10671)

trivialfis opened this pull request 5 months ago
[R] Working on Roxygen documentation

mayer79 opened this pull request 5 months ago
[CI] Add timeout limit to JVM tests.

trivialfis opened this pull request 5 months ago
Validation of the RECORD file failed in Poetry (1.8.3)

SMAntony opened this issue 5 months ago
Enable CI build for the `federated-secure` branch.

trivialfis opened this pull request 5 months ago
R cuda example for XGBoost > 2.0.0

atsyplenkov opened this pull request 5 months ago
Bump com.nvidia:rapids-4-spark_2.12 from 24.06.0 to 24.06.1 in /jvm-packages

dependabot[bot] opened this pull request 5 months ago
Bump ossf/scorecard-action from 2.3.3 to 2.4.0

dependabot[bot] opened this pull request 5 months ago
Bump docker/setup-buildx-action from 3.4.0 to 3.6.1

dependabot[bot] opened this pull request 5 months ago
Update release script for the JVM packages

hcho3 opened this pull request 5 months ago
Fix warnings in tests.

trivialfis opened this pull request 5 months ago
Reduce thread contention in column split tests.

trivialfis opened this pull request 5 months ago
Update the release script to download xgboost-cpu

hcho3 opened this pull request 5 months ago
How to support Android Dev?

jsmeli opened this issue 5 months ago
SK

jsmeli opened this issue 5 months ago
Tweak R-package endian message for clarity

jakirkham opened this pull request 5 months ago
[CI] Create xgboost-cpu on Windows

hcho3 opened this pull request 5 months ago
Secure vertical federated scheme for GPU computation

ZiyueXu77 opened this pull request 5 months ago
Bump version to 2.1.1

hcho3 opened this pull request 5 months ago
[CI] Fix Python wheel workflow.

trivialfis opened this pull request 5 months ago
Training continuation using SparkXGBRegressor

lsli8888 opened this issue 5 months ago
XGBoost failing with Rabit error on AWS EMR Serverless

lsli8888 opened this issue 5 months ago
[backport] Add `Library\mingw-w64` to Windows search path (#10643)

hcho3 opened this pull request 5 months ago
Add `Library\mingw-w64` to Windows search path

jakirkham opened this pull request 5 months ago
Allow external configuration of endianness in R package build

jakirkham opened this pull request 5 months ago
Quick fix for clang-tidy error.

trivialfis opened this pull request 5 months ago
[jvm-packages] [breaking] rework xgboost4j-spark and xgboost4j-spark-gpu

wbo4958 opened this pull request 5 months ago
[backport] Partial fix for CTK 12.5 (#10574)

trivialfis opened this pull request 5 months ago
SYCL. Add splits application

razdoburdin opened this pull request 5 months ago
[backport][dask] Disable `broadcast` in the `scatter` call. (#10632)

trivialfis opened this pull request 5 months ago
Allow building with CCCL that's newer than CTK

hcho3 opened this pull request 5 months ago
[dask] Disable `broadcast` in the `scatter` call.

trivialfis opened this pull request 5 months ago
Callback for change weights after iteration (in R)

jaguerrerod opened this issue 6 months ago
[jvm-packages] remove xgboost4j-gpu and rework cudf column

wbo4958 opened this pull request 6 months ago
[jvm-packages][breaking]Rework xgboost4j jvm packages for spark

wbo4958 opened this pull request 6 months ago
XGBClassifier trained on sparse and applied to np.array

satyrmipt opened this issue 6 months ago