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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

Fix multi-threaded gtests

rongou opened this pull request over 1 year ago
Logging callback should not be thread local.

trivialfis opened this issue over 1 year ago
Test failure with column split

rongou opened this issue over 1 year ago
Failed on NGC due to TrackerConf() interface updated.

NvTimLiu opened this issue over 1 year ago
Wait for data CUDA stream instead of sync.

trivialfis opened this pull request over 1 year ago
Why negative gain exists ?

Zt-Wan opened this issue over 1 year ago
Bump maven-gpg-plugin from 3.0.1 to 3.1.0 in /jvm-packages/xgboost4j-gpu

dependabot[bot] opened this pull request over 1 year ago
Bump maven-surefire-plugin from 3.0.0 to 3.1.0 in /jvm-packages/xgboost4j-gpu

dependabot[bot] opened this pull request over 1 year ago
Bump maven-gpg-plugin from 3.0.1 to 3.1.0 in /jvm-packages/xgboost4j-example

dependabot[bot] opened this pull request over 1 year ago
Bump maven-surefire-plugin from 3.0.0 to 3.1.0 in /jvm-packages/xgboost4j-example

dependabot[bot] opened this pull request over 1 year ago
Bump maven-surefire-plugin from 3.0.0 to 3.1.0 in /jvm-packages

dependabot[bot] opened this pull request over 1 year ago
Bump maven-surefire-plugin from 3.0.0 to 3.1.0 in /jvm-packages/xgboost4j-spark-gpu

dependabot[bot] opened this pull request over 1 year ago
Bump maven-gpg-plugin from 3.0.1 to 3.1.0 in /jvm-packages

dependabot[bot] opened this pull request over 1 year ago
Bump maven-gpg-plugin from 3.0.1 to 3.1.0 in /jvm-packages/xgboost4j-spark-gpu

dependabot[bot] opened this pull request over 1 year ago
Bump maven-gpg-plugin from 3.0.1 to 3.1.0 in /jvm-packages/xgboost4j

dependabot[bot] opened this pull request over 1 year ago
Bump maven-surefire-plugin from 3.0.0 to 3.1.0 in /jvm-packages/xgboost4j

dependabot[bot] opened this pull request over 1 year ago
Bump maven-gpg-plugin from 3.0.1 to 3.1.0 in /jvm-packages/xgboost4j-spark

dependabot[bot] opened this pull request over 1 year ago
Bump maven-surefire-plugin from 3.0.0 to 3.1.0 in /jvm-packages/xgboost4j-spark

dependabot[bot] opened this pull request over 1 year ago
Verbosity=0 still produces output in Python

avm19 opened this issue over 1 year ago
Does xgboost support printing decision process?

Anarion-zuo opened this issue over 1 year ago
Adding some new function in the Exsocket class

momomuchu opened this pull request over 1 year ago
[doc] Replace `recommonmark` with `myst-parser`.

trivialfis opened this pull request over 1 year ago
Fix nvflare horizontal demo

rongou opened this pull request over 1 year ago
Depthwise and Lossguide Return Exactly Same Predictions

nyllmak opened this issue over 1 year ago
Fix monotone constraints on CPU.

trivialfis opened this pull request over 1 year ago
recommonmark is deprecated.

trivialfis opened this issue over 1 year ago
Support `hist` in the partition builder under column split

rongou opened this pull request over 1 year ago
Clean up XGBoosterInplacePredict

sriggin opened this pull request over 1 year ago
RabitTracker fails to start on IPv6 Spark environment

dacort opened this issue over 1 year ago
xgboost model.attr("best_iteration") error

yananchen1989 opened this issue over 1 year ago
An error with horizontal federated learning demo

Jonathan-Doe opened this issue over 1 year ago
Fix config-settings handling in pip install

hcho3 opened this pull request over 1 year ago
Add useful links to pyproject.toml

hcho3 opened this pull request over 1 year ago
Move python tool configurations to pyproject.toml, and add the python 3.11 classifier.

UriyaHarpeness opened this pull request over 1 year ago
GBLinear: Inplace predict is not supported by current booster.

justurbo opened this issue over 1 year ago
Explicitly indicate categorical feature name in Scikit-Learn interface for XGBoost

JoaquinAmatRodrigo opened this issue over 1 year ago
Remove unused parameters in RABIT.

trivialfis opened this pull request over 1 year ago
[doc] fix the cudf installation

wbo4958 opened this pull request over 1 year ago
change in R 4.2 disallows a comparison used in xgboost()

apsteinmetz opened this issue over 1 year ago
[CI] Freeze R version to 4.2.0 with MSVC.

trivialfis opened this pull request over 1 year ago
Add demo for vertical federated learning

rongou opened this pull request over 1 year ago
Rely on gRPC to generate random port

rongou opened this pull request over 1 year ago
[docs] Update cudf pip package index url in pyspark tutorial

eordentlich opened this issue over 1 year ago
Support for min_data_in_leaf

nviets opened this issue over 1 year ago
Scala 2.13 support.

dotbg opened this pull request over 1 year ago
[doc] Update document.

trivialfis opened this pull request over 1 year ago
[jvm-packages] Bump rapids version.

trivialfis opened this pull request over 1 year ago
Optimize prediction with QuantileDMatrix.

trivialfis opened this pull request over 1 year ago
Calculate importance gain in y prediction

Zt-Wan opened this issue over 1 year ago
Bump rapids-4-spark_2.12 from 23.02.0 to 23.04.0 in /jvm-packages

dependabot[bot] opened this pull request over 1 year ago
Bump rapids-4-spark_2.12 from 23.02.0 to 23.04.0 in /jvm-packages/xgboost4j-spark-gpu

dependabot[bot] opened this pull request over 1 year ago
[CI] ELF load command address/offset not properly aligned

hcho3 opened this issue over 1 year ago
[CI] MSVC cannot build the R package

hcho3 opened this issue over 1 year ago
Optimize array interface input.

trivialfis opened this pull request over 1 year ago
[pyspark] Don't stack for non feature columns

wbo4958 opened this pull request over 1 year ago
XGBoost classifier feature importance

VickyVouk opened this issue over 1 year ago
Bump scala.version from 2.12.8 to 2.12.17 in /jvm-packages/xgboost4j-spark

dependabot[bot] opened this pull request over 1 year ago
Bump scala.version from 2.12.8 to 2.12.17 in /jvm-packages/xgboost4j-gpu

dependabot[bot] opened this pull request over 1 year ago
Bump scala.version from 2.12.8 to 2.12.17 in /jvm-packages/xgboost4j-example

dependabot[bot] opened this pull request over 1 year ago
Bump scala.version from 2.12.8 to 2.12.17 in /jvm-packages

dependabot[bot] opened this pull request over 1 year ago
Bump scala.version from 2.12.8 to 2.12.17 in /jvm-packages/xgboost4j-spark-gpu

dependabot[bot] opened this pull request over 1 year ago
More refactoring to take advantage of collective aggregators

rongou opened this pull request over 1 year ago
[pyspark] fix a minor typing bug

wbo4958 opened this pull request over 1 year ago
[Breaking] Require file format to be specified in input URI.

trivialfis opened this pull request over 1 year ago
[CI] Bump R GitHub Action cache version.

trivialfis opened this pull request over 1 year ago
Rework MAP and Pairwise for LTR.

trivialfis opened this pull request over 1 year ago
Make NDCG the default objective for LTR.

trivialfis opened this pull request over 1 year ago
Expose Ports in XGBoost

amohar2 opened this issue over 1 year ago
More collective aggregators

rongou opened this pull request over 1 year ago
Segmentation Fault When Creating a DMatrix from CSV File

acalejos opened this issue over 1 year ago
Interpreting the gain values in booster DF

dthiagarajan opened this issue over 1 year ago
Updated flink 1.8 -> 1.17. Added smoke tests for Flink

dotbg opened this pull request over 1 year ago
[breaking] [jvm-packages] Remove scala-implemented tracker.

trivialfis opened this pull request over 1 year ago
[Roadmap] Multiple outputs.

trivialfis opened this issue over 1 year ago
Bump spark.version from 3.1.1 to 3.4.0 in /jvm-packages

dependabot[bot] opened this pull request over 1 year ago
Make sure metrics work with federated learning

rongou opened this pull request over 1 year ago
[Do not merge] [CI] Test Pandas 2.0

hcho3 opened this pull request over 1 year ago
Make sure metrics work with column-wise distributed training

rongou opened this pull request over 1 year ago
Regression in pyspark fit time for columnar input + spark-rapids + gpu

eordentlich opened this issue over 1 year ago
DMatrix vs. QuantileDMatrix training times

dthiagarajan opened this issue almost 2 years ago
Build xgboost with GPU support failed, with cmake and vs2022

sstww opened this issue almost 2 years ago
Make objectives work with vertical distributed and federated learning

rongou opened this pull request almost 2 years ago
Fix aft_loss_distribution documentation

rongou opened this pull request almost 2 years ago
multi-gpu slower than one-gpu

chansonZ opened this issue almost 2 years ago
More tests for column split and vertical federated learning

rongou opened this pull request almost 2 years ago
Fix compilation on 32-bit platforms.

trivialfis opened this pull request almost 2 years ago
[skl] Return GPU output if input is on GPU.

trivialfis opened this pull request almost 2 years ago
communicator-inl.h: Wrong static assert for 32-bit platforms

barracuda156 opened this issue almost 2 years ago
OpenMP detection is still broken on MacOS

barracuda156 opened this issue almost 2 years ago
Improve tests coverage for various sampling methods.

trivialfis opened this issue almost 2 years ago
Support vertical federated learning

rongou opened this pull request almost 2 years ago
Optimize memory usage with pandas input.

trivialfis opened this issue almost 2 years ago
Feature names not captured for Arrow table inputs

braaannigan opened this issue almost 2 years ago