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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

XGBoost classifier feature importance

github.com/dmlc/xgboost - VickyVouk opened this issue almost 2 years ago
Bump scala.version from 2.12.8 to 2.12.17 in /jvm-packages/xgboost4j-spark

github.com/dmlc/xgboost - dependabot[bot] opened this pull request almost 2 years ago
Bump scala.version from 2.12.8 to 2.12.17 in /jvm-packages/xgboost4j-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request almost 2 years ago
Bump scala.version from 2.12.8 to 2.12.17 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request almost 2 years ago
More refactoring to take advantage of collective aggregators

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
[pyspark] fix a minor typing bug

github.com/dmlc/xgboost - wbo4958 opened this pull request almost 2 years ago
[Breaking] Require file format to be specified in input URI.

github.com/dmlc/xgboost - trivialfis opened this pull request almost 2 years ago
[CI] Bump R GitHub Action cache version.

github.com/dmlc/xgboost - trivialfis opened this pull request almost 2 years ago
Rework MAP and Pairwise for LTR.

github.com/dmlc/xgboost - trivialfis opened this pull request almost 2 years ago
Make NDCG the default objective for LTR.

github.com/dmlc/xgboost - trivialfis opened this pull request almost 2 years ago
Expose Ports in XGBoost

github.com/dmlc/xgboost - amohar2 opened this issue almost 2 years ago
More collective aggregators

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Interpreting the gain values in booster DF

github.com/dmlc/xgboost - dthiagarajan opened this issue almost 2 years ago
Updated flink 1.8 -> 1.17. Added smoke tests for Flink

github.com/dmlc/xgboost - dotbg opened this pull request almost 2 years ago
[breaking] [jvm-packages] Remove scala-implemented tracker.

github.com/dmlc/xgboost - trivialfis opened this pull request almost 2 years ago
[Roadmap] Multiple outputs.

github.com/dmlc/xgboost - trivialfis opened this issue almost 2 years ago
Bump spark.version from 3.1.1 to 3.4.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request almost 2 years ago
Make sure metrics work with federated learning

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
[Do not merge] [CI] Test Pandas 2.0

github.com/dmlc/xgboost - hcho3 opened this pull request almost 2 years ago
Make sure metrics work with column-wise distributed training

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
DMatrix vs. QuantileDMatrix training times

github.com/dmlc/xgboost - dthiagarajan opened this issue almost 2 years ago
Fix aft_loss_distribution documentation

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
multi-gpu slower than one-gpu

github.com/dmlc/xgboost - chansonZ opened this issue almost 2 years ago
More tests for column split and vertical federated learning

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Fix compilation on 32-bit platforms.

github.com/dmlc/xgboost - trivialfis opened this pull request almost 2 years ago
[skl] Return GPU output if input is on GPU.

github.com/dmlc/xgboost - trivialfis opened this pull request almost 2 years ago
OpenMP detection is still broken on MacOS

github.com/dmlc/xgboost - barracuda156 opened this issue almost 2 years ago
Improve tests coverage for various sampling methods.

github.com/dmlc/xgboost - trivialfis opened this issue almost 2 years ago
Support vertical federated learning

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Optimize memory usage with pandas input.

github.com/dmlc/xgboost - trivialfis opened this issue almost 2 years ago
Feature names not captured for Arrow table inputs

github.com/dmlc/xgboost - braaannigan opened this issue almost 2 years ago
Pick up dmlc-core fix for CSV parser

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Use booster context in DMatrix.

github.com/dmlc/xgboost - trivialfis opened this pull request almost 2 years ago
features_cols param requires enabling use_gpu in pyspark

github.com/dmlc/xgboost - yananchen1989 opened this issue almost 2 years ago
[jvm-packages] Upgrade to cuDF 23.02

github.com/dmlc/xgboost - hcho3 opened this pull request almost 2 years ago
Prediction much slower when upgrading to 1.7.3

github.com/dmlc/xgboost - sniper343 opened this issue almost 2 years ago
Take advantage of C++17 features

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Update dmlc-core to get rid of C++17 deprecation warning

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Support column split in `approx` tree method

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Xgboost giving different results on mac and ubuntu

github.com/dmlc/xgboost - alishametkari opened this issue almost 2 years ago
[spark][test] xgboost 1.7 build against spark 3.4

github.com/dmlc/xgboost - WeichenXu123 opened this pull request almost 2 years ago
Support column-split in row partitioner

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Rework learning to rank.

github.com/dmlc/xgboost - trivialfis opened this pull request almost 2 years ago
Support column split in histogram builder

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Add convenience method for allgather

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Fix quantile tests running on multi-gpus

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
xgboost4j worker lost issue

github.com/dmlc/xgboost - yananchen1989 opened this issue almost 2 years ago
xgboost 1.7.3 set tracker_conf parameter error

github.com/dmlc/xgboost - beijinggao opened this issue almost 2 years ago
XGBoostModel training failed on AWS EMR cluster

github.com/dmlc/xgboost - nvliyuan opened this issue almost 2 years ago
Support cpu quantile sketch with column-wise data split

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Bump scala.version from 2.12.8 to 2.12.17 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request almost 2 years ago
Use in-memory communicator to test quantile

github.com/dmlc/xgboost - rongou opened this pull request almost 2 years ago
Initial support for column-split cpu predictor

github.com/dmlc/xgboost - rongou opened this pull request about 2 years ago
[CI] Test failure with nightly pyspark.

github.com/dmlc/xgboost - trivialfis opened this issue about 2 years ago
xgboost4j support of scala 2.13 or scala 3?

github.com/dmlc/xgboost - MohammadForouhesh opened this issue about 2 years ago
customized objective function in C++

github.com/dmlc/xgboost - zhenweilin opened this issue about 2 years ago
[pyspark] Re-work _fit function

github.com/dmlc/xgboost - wbo4958 opened this pull request about 2 years ago
Initial support for multi-target tree.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 years ago
Pure conda environment for development.

github.com/dmlc/xgboost - trivialfis opened this issue about 2 years ago
Fix sklearn test that calls a removed field

github.com/dmlc/xgboost - rongou opened this pull request about 2 years ago
Fix deprecated CUB calls in CUDA 12.0

github.com/dmlc/xgboost - rongou opened this pull request about 2 years ago
Update NVFlare demo to work with the latest release

github.com/dmlc/xgboost - rongou opened this pull request about 2 years ago
[jvm-packages] Bump rapids version.

github.com/dmlc/xgboost - trivialfis opened this pull request about 2 years ago
Add data split mode to DMatrix MetaInfo

github.com/dmlc/xgboost - rongou opened this pull request about 2 years ago
[pyspark] check use_qdm across all the workers

github.com/dmlc/xgboost - wbo4958 opened this pull request about 2 years ago
Initial support for column-wise data split

github.com/dmlc/xgboost - rongou opened this pull request about 2 years ago
Convert ``DaskXGBClassifier.classes_`` to an array

github.com/dmlc/xgboost - ScottMGustafson opened this pull request about 2 years ago
[CI] Python source build warning.

github.com/dmlc/xgboost - trivialfis opened this issue about 2 years ago
Socket failed to connect on FreeBSD.

github.com/dmlc/xgboost - yurivict opened this issue about 2 years ago
Vertical Federated Learning RFC

github.com/dmlc/xgboost - rongou opened this issue about 2 years ago
Use all availability zones in AWS

github.com/dmlc/xgboost - hcho3 opened this issue about 2 years ago
python model cannot used by c++

github.com/dmlc/xgboost - hmmwjs opened this issue about 2 years ago
[pyspark] Categorical data support.

github.com/dmlc/xgboost - trivialfis opened this issue about 2 years ago
[Don't merge] Root cause for slowdown in CPU tests

github.com/dmlc/xgboost - hcho3 opened this pull request over 2 years ago
[jvm-packages] XGBoost corrupted the jvm memroy

github.com/dmlc/xgboost - jinmfeng opened this issue over 2 years ago
[pyspark] disable repartition_random_shuffle by default

github.com/dmlc/xgboost - wbo4958 opened this pull request over 2 years ago