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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

[Breaking Change][jvm-package] Rewrite XGBoost JVM Package

wbo4958 opened this issue 7 months ago
Allow blocking launch of federated tracker.

trivialfis opened this pull request 7 months ago
Update learning_to_rank.rst

nocluebutalotofit opened this pull request 7 months ago
[backport][pyspark] Avoid repartition. (#10408)

trivialfis opened this pull request 7 months ago
[WIP] Federated learning plugin.

trivialfis opened this pull request 7 months ago
Update the federated branch.

trivialfis opened this pull request 7 months ago
[pyspark] Allow to avoid repartition

wbo4958 opened this pull request 7 months ago
Improve DMatrix creation performance in python

arieleiz opened this pull request 7 months ago
[CI] Update RAPIDS to latest stable

github-actions[bot] opened this pull request 7 months ago
[Doc] Fix minor typos for `QuantileDMatrix`

christeefy opened this pull request 7 months ago
[CI] Fix JVM tests on Windows

hcho3 opened this pull request 7 months ago
[WIP] Diagnose failing CLI tests on Windows

hcho3 opened this pull request 7 months ago
[doc] Move `news.md` into document.

trivialfis opened this issue 7 months ago
Small cleanup for rowset collection.

trivialfis opened this pull request 7 months ago
[CI] Migrate to rockylinux8 / manylinux_2_28_x86_64

hcho3 opened this pull request 7 months ago
Avoid default tokenization in Dask

rjzamora opened this pull request 7 months ago
[coll] Small cleanup to federated comm.

trivialfis opened this pull request 7 months ago
Federated Learning Tests do not run

crockeea opened this issue 7 months ago
How XGBoost sample_weights alternate the Gain function formula?

geogreko opened this issue 7 months ago
[backport][Doc] Fix deployment for JVM docs (#10385)

trivialfis opened this pull request 7 months ago
[backport] Sync stream in ellpack format. (#10374)

trivialfis opened this pull request 7 months ago
Partial fixups for federated tests

crockeea opened this pull request 7 months ago
Issue with LambdaMart and Learning to Rank

etiennes92 opened this issue 7 months ago
[jvm-packages for GPU] Support numerical feature input

wbo4958 opened this issue 7 months ago
[jvm-packages] Don't cast to float if it's already float

wbo4958 opened this pull request 7 months ago
[Doc] Fix deployment for JVM docs

hcho3 opened this pull request 7 months ago
[Doc] Fix deployment for JVM docs

hcho3 opened this pull request 7 months ago
[CI] Use Python 3.10 to build docs

hcho3 opened this pull request 7 months ago
Fix logo URL [skip ci]

hcho3 opened this pull request 7 months ago
Add python 3.12 classifier.

trivialfis opened this pull request 7 months ago
Add Comet Logo to the Readme

sherpan opened this pull request 7 months ago
Compatibility with latest Dask

hcho3 opened this issue 7 months ago
2.1.0 release news. [skip ci]

trivialfis opened this pull request 7 months ago
Bump the cache github action to 4.0.2.

trivialfis opened this pull request 7 months ago
Bump development version to 2.2.

trivialfis opened this pull request 7 months ago
Feature: C# package

breezy-badger opened this issue 7 months ago
Sync stream in ellpack format.

trivialfis opened this pull request 7 months ago
Don't construct a column matrix when there's no missing value

andrew-esteban-imc opened this issue 7 months ago
Update Python requirement to 3.10.

trivialfis opened this issue 7 months ago
Update the default CTK to 12.4.

trivialfis opened this issue 7 months ago
Bump actions/checkout from 4.1.1 to 4.1.6

dependabot[bot] opened this pull request 7 months ago
Bump actions/setup-python from 5.0.0 to 5.1.0

dependabot[bot] opened this pull request 7 months ago
Bump actions/cache from 2.1.7 to 4.0.2

dependabot[bot] opened this pull request 7 months ago
Bump actions/upload-artifact from 4.3.1 to 4.3.3

dependabot[bot] opened this pull request 7 months ago
Bump org.codehaus.mojo:exec-maven-plugin from 3.2.0 to 3.3.0 in /jvm-packages

dependabot[bot] opened this pull request 7 months ago
Bump com.nvidia:rapids-4-spark_2.12 from 24.04.0 to 24.04.1 in /jvm-packages

dependabot[bot] opened this pull request 7 months ago
Fix warnings in GPU dask tests.

trivialfis opened this pull request 7 months ago
[CI] Migration to manylinux_2_28_x86_64 and rockylinux8

hcho3 opened this issue 7 months ago
2.1.0 Release Candidate

trivialfis opened this issue 7 months ago
Remove reference to R win64 MSVC build.

trivialfis opened this pull request 7 months ago
[WIP] Remove global random engine.

trivialfis opened this pull request 7 months ago
Fix typo.

trivialfis opened this pull request 7 months ago
typo in `src/tree/updater_approx.cc` line 55

aie2 opened this issue 7 months ago
[CI] Add nightly CI job to test against dev version of deps

hcho3 opened this pull request 7 months ago
Fix typo & format in C API documentation

astariul opened this pull request 7 months ago
[coll] Move the rabit poll helper.

trivialfis opened this pull request 7 months ago
[backport] Handle float128 generically (#10322)

trivialfis opened this pull request 7 months ago
[dask] Update dask demo for using the new dask backend.

trivialfis opened this pull request 7 months ago
Bump 2.1 branch to RC.

trivialfis opened this pull request 7 months ago
Remove unnecessary fetch operations in external memory.

trivialfis opened this pull request 7 months ago
Failed to set feature types in R xgboost

darentsai opened this issue 7 months ago
✏️ Fix typo

astariul opened this pull request 7 months ago
2.1.0 Release Roadmap

trivialfis opened this issue 7 months ago
C-API : How to run classification

astariul opened this issue 8 months ago
[R] Rename `BIAS` -> `(Intercept)`

david-cortes opened this pull request 8 months ago
Test federated plugin using GitHub action.

trivialfis opened this pull request 8 months ago
[CI] Conda env for building with federated learning support.

trivialfis opened this issue 8 months ago
[coll] Increase timeout limit.

trivialfis opened this pull request 8 months ago
XGBoost performance improvement using ARM SVE instrinsics

divya2108 opened this issue 8 months ago
[R] Remove `reshape` argument in `predict`

david-cortes opened this pull request 8 months ago
[R] Docs for function arguments format second paragraph as code block

david-cortes opened this issue 8 months ago
[R] Update docs for custom user-provided functions

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

david-cortes opened this pull request 8 months ago
XGBoost GPU Classification works / Regression does not

Wolsen21 opened this issue 8 months ago
SYCL. Optimize gradients calculations.

razdoburdin opened this pull request 8 months ago
Hist training with checkpointing is non-deterministic based on subsample

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

david-cortes opened this pull request 8 months ago
Handle float128 generically

hcho3 opened this pull request 8 months ago
Segfaults in rabit tests

hcho3 opened this issue 8 months ago
[CI] Upgrade github workflows to use latest Conda setup action

hcho3 opened this pull request 8 months ago
[coll] Prevent race during error check.

trivialfis opened this pull request 8 months ago
[jvm packages] Bump rapids to 24.04

trivialfis opened this pull request 8 months ago
Update federated branch.

trivialfis opened this pull request 8 months ago
Missing surefire report of xgboost4j-spark

CrazyBinXXX opened this issue 8 months ago