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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

[WIP] Remove global random engine.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
Fix typo.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
typo in `src/tree/updater_approx.cc` line 55

github.com/dmlc/xgboost - aie2 opened this issue 8 months ago
[CI] Add nightly CI job to test against dev version of deps

github.com/dmlc/xgboost - hcho3 opened this pull request 8 months ago
Fix typo & format in C API documentation

github.com/dmlc/xgboost - astariul opened this pull request 8 months ago
[coll] Move the rabit poll helper.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
[backport] Handle float128 generically (#10322)

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
[dask] Update dask demo for using the new dask backend.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
Bump 2.1 branch to RC.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
Binary classification: target is probability instead of label?

github.com/dmlc/xgboost - moygit opened this issue 8 months ago
Use CMAKE_MSVC_RUNTIME_LIBRARY to consistently handle linking mode for MSVC runtime

github.com/dmlc/xgboost - hcho3 opened this issue 8 months ago
Question: Import xgboost as new port in vcpkg repo, build failed for arm64_osx, arm64_uwp, arm64_windows...

github.com/dmlc/xgboost - DadanielZ opened this issue 8 months ago
Remove unnecessary fetch operations in external memory.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
Failed to set feature types in R xgboost

github.com/dmlc/xgboost - darentsai opened this issue 8 months ago
✏️ Fix typo

github.com/dmlc/xgboost - astariul opened this pull request 8 months ago
2.1.0 Release Roadmap

github.com/dmlc/xgboost - trivialfis opened this issue 8 months ago
C-API : How to run classification

github.com/dmlc/xgboost - astariul opened this issue 8 months ago
[R] Rename `BIAS` -> `(Intercept)`

github.com/dmlc/xgboost - david-cortes opened this pull request 8 months ago
Test federated plugin using GitHub action.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
Bump org.sonatype.plugins:nexus-staging-maven-plugin from 1.6.13 to 1.7.0 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 8 months ago
Bump org.sonatype.plugins:nexus-staging-maven-plugin from 1.6.13 to 1.7.0 in /jvm-packages/xgboost4j-spark

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 8 months ago
[CI] Conda env for building with federated learning support.

github.com/dmlc/xgboost - trivialfis opened this issue 8 months ago
[coll] Increase timeout limit.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
XGBoost performance improvement using ARM SVE instrinsics

github.com/dmlc/xgboost - divya2108 opened this issue 8 months ago
[R] Remove `reshape` argument in `predict`

github.com/dmlc/xgboost - david-cortes opened this pull request 8 months ago
[R] Docs for function arguments format second paragraph as code block

github.com/dmlc/xgboost - david-cortes opened this issue 8 months ago
[R] Update docs for custom user-provided functions

github.com/dmlc/xgboost - david-cortes opened this pull request 8 months ago
[R] Fix incorrect division of classification/ranking objectives

github.com/dmlc/xgboost - david-cortes opened this pull request 8 months ago
XGBoost GPU Classification works / Regression does not

github.com/dmlc/xgboost - Wolsen21 opened this issue 8 months ago
SYCL. Optimize gradients calculations.

github.com/dmlc/xgboost - razdoburdin opened this pull request 8 months ago
Hist training with checkpointing is non-deterministic based on subsample

github.com/dmlc/xgboost - andrew-esteban-imc opened this issue 8 months ago
[R] Reshape predictions for custom eval metric when they are 2D

github.com/dmlc/xgboost - david-cortes opened this pull request 8 months ago
Handle float128 generically

github.com/dmlc/xgboost - hcho3 opened this pull request 8 months ago
Segfaults in rabit tests

github.com/dmlc/xgboost - hcho3 opened this issue 8 months ago
[CI] Upgrade github workflows to use latest Conda setup action

github.com/dmlc/xgboost - hcho3 opened this pull request 8 months ago
[coll] Prevent race during error check.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
[jvm packages] Bump rapids to 24.04

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
Update federated branch.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
Missing surefire report of xgboost4j-spark

github.com/dmlc/xgboost - CrazyBinXXX opened this issue 8 months ago
Add timeout for distributed tests.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
Flaky column split tests.

github.com/dmlc/xgboost - trivialfis opened this issue 8 months ago
[jvm-packages] refine tracker

github.com/dmlc/xgboost - wbo4958 opened this pull request 8 months ago
Hang inside NCCL.

github.com/dmlc/xgboost - trivialfis opened this issue 8 months ago
SYCL. Optimize hist building for sycl devices.

github.com/dmlc/xgboost - razdoburdin opened this pull request 8 months ago
[doc] Add a coarse map for XGBoost features to assist development. [skip ci]

github.com/dmlc/xgboost - 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

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 8 months ago
Is there any way to load Dmatrix faster?

github.com/dmlc/xgboost - vincentccc opened this issue 8 months ago
[JVM-packages] Prevent memory leak.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
[coll] Keep the tracker alive during initialization error.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
[CI] Bump checkout action version.

github.com/dmlc/xgboost - 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

github.com/dmlc/xgboost - 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

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 8 months ago
[jvm-packages] Allow control over path of extracted library

github.com/dmlc/xgboost - oferfort opened this issue 8 months ago
Training on GPU is not successful using XGBClassifier when training data is too large

github.com/dmlc/xgboost - madakkmi opened this issue 8 months ago
xgboost4j matrix memory leak

github.com/dmlc/xgboost - huangwei907781034 opened this issue 8 months ago
CV estimator.

github.com/dmlc/xgboost - trivialfis opened this issue 8 months ago
Optimal intercept initialization for simple objectives

github.com/dmlc/xgboost - david-cortes opened this pull request 8 months ago
How XGBoost sample_weights alternate the objective function formula?

github.com/dmlc/xgboost - geogreko opened this issue 8 months ago
[CI] Fix pylint.

github.com/dmlc/xgboost - trivialfis opened this pull request 8 months ago
[CI] add script to generate meta info and upload to s3

github.com/dmlc/xgboost - 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

github.com/dmlc/xgboost - 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

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 8 months ago
Revise dask GPU demo.

github.com/dmlc/xgboost - trivialfis opened this issue 8 months ago
Add heu processor library files (for secure boost scheme phase 2)

github.com/dmlc/xgboost - shaojian-ant opened this pull request 8 months ago
BUG: SHAP values calculated using CPU differ from SHAP values calculated using GPU for XGBOOST

github.com/dmlc/xgboost - madakkmi opened this issue 8 months ago
xgboost is extremely slow on i9-14900KF processor

github.com/dmlc/xgboost - sermakarevich opened this issue 9 months ago
Use a thread pool for external memory.

github.com/dmlc/xgboost - trivialfis opened this pull request 9 months ago
Support doc link for the sklearn module.

github.com/dmlc/xgboost - trivialfis opened this pull request 9 months ago
Optioinally release cache in data iter during iteration.

github.com/dmlc/xgboost - trivialfis opened this pull request 9 months ago
[CI] Fixes with latest dependencies.

github.com/dmlc/xgboost - trivialfis opened this pull request 9 months ago
Broken links for 'Edit on GitHub' on docs under `demo`

github.com/dmlc/xgboost - david-cortes opened this issue 9 months ago
Add more detailed explanations and tutorial for advanced objectives

github.com/dmlc/xgboost - david-cortes opened this pull request 9 months ago
python_tests: Upgrade from macos-11 to macos-13

github.com/dmlc/xgboost - cclauss opened this pull request 9 months ago
[pyspark] Add launch_tracker_on_driver to decide where the tracker will be launched

github.com/dmlc/xgboost - wbo4958 opened this pull request 9 months ago
Bump ossf/scorecard-action from 2.3.1 to 2.3.3

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.9.0 to 4.9.1 in /jvm-packages/xgboost4j-example

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
Bump conda-incubator/setup-miniconda from 2.1.1 to 3.0.4

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
Bump org.apache.spark:spark-mllib_2.12 from 3.4.1 to 3.5.1 in /jvm-packages/xgboost4j-example

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
Bump dorny/paths-filter from 2 to 3

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
Bump mamba-org/provision-with-micromamba from 14 to 16

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
Bump actions/checkout from 2 to 4

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.9.0 to 4.9.1 in /jvm-packages/xgboost4j-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.9.0 to 4.9.1 in /jvm-packages/xgboost4j-spark-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
[doc][dask] Update notes about k8s.

github.com/dmlc/xgboost - trivialfis opened this pull request 9 months ago
Adopt new logo

github.com/dmlc/xgboost - hcho3 opened this pull request 9 months ago
SYCL. Add nodes initialisation

github.com/dmlc/xgboost - razdoburdin opened this pull request 9 months ago
Keep GitHub Actions up to date with Dependabot

github.com/dmlc/xgboost - cclauss opened this pull request 9 months ago
[CI] Upgrade setup-r.

github.com/dmlc/xgboost - trivialfis opened this pull request 9 months ago
Fixes for the latest pandas.

github.com/dmlc/xgboost - trivialfis opened this pull request 9 months ago
Pkg_resources is not defined in python docker

github.com/dmlc/xgboost - neman-je opened this issue 9 months ago
Be more lenient on floating point error for AUC.

github.com/dmlc/xgboost - trivialfis opened this pull request 9 months ago
[backport] Fix compiling with the latest CTX.

github.com/dmlc/xgboost - trivialfis opened this pull request 9 months ago
Got Type Error when customize objective function.

github.com/dmlc/xgboost - Cai-SunShine opened this issue 9 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.9.0 to 4.9.1 in /jvm-packages/xgboost4j-spark

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
Bump net.alchim31.maven:scala-maven-plugin from 4.9.0 to 4.9.1 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request 9 months ago
when custom the objective function in xgboost, what should be the shape of the hessian?

github.com/dmlc/xgboost - Cai-SunShine opened this issue 9 months ago
Is the hessian right in multi:softprob?

github.com/dmlc/xgboost - SachaIZADI opened this issue 9 months ago
Issues downgrading xgboost 2 model

github.com/dmlc/xgboost - farridav opened this issue 9 months ago
XGBoost4j-spark Build fail because NPE

github.com/dmlc/xgboost - CrazyBinXXX opened this issue 9 months ago
Memory spikes when creating QuantileDMatrix from data containing NaN

github.com/dmlc/xgboost - bridgream opened this issue 9 months ago