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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

[backport] Use array interface for testing numpy arrays. (#9602)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Fix lint errors.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
GPU Replacement for Performance Enhancement

github.com/dmlc/xgboost - enesgencer18 opened this issue over 1 year ago
Demo for C-API

github.com/dmlc/xgboost - karl-gardner opened this issue over 1 year ago
[R] [CI] enforce lintr::function_left_parentheses_linter check

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
[CI] enforce cmakelint checks in CI

github.com/dmlc/xgboost - jameslamb opened this issue over 1 year ago
Customize objective function in XGBoost

github.com/dmlc/xgboost - fangwenji opened this issue over 1 year ago
Support column-wise data split with in-memory inputs

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
xgboost register objective macro

github.com/dmlc/xgboost - karl-gardner opened this issue over 1 year ago
[PySpark Training] Eval results are not saved during training

github.com/dmlc/xgboost - JoHacksCode opened this issue over 1 year ago
rank:pairwise degrade peformance in 2.0.0

github.com/dmlc/xgboost - xbanke opened this issue over 1 year ago
Backward compatibility with v.1.7.6

github.com/dmlc/xgboost - iftg opened this issue over 1 year ago
[breaking] Change DMatrix construction to be distributed

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
XGBoost not aware of CPU limit set by cgroups v2

github.com/dmlc/xgboost - zhegata opened this issue over 1 year ago
Depriciating value

github.com/dmlc/xgboost - saxena-vinayak36 opened this issue over 1 year ago
Add python api to slice columns in DMatrix

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
In-memory inputs for column split and vertical federated learning

github.com/dmlc/xgboost - rongou opened this issue over 1 year ago
[CI] Failing tests are not reported accordingly on Windows.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
Remove `XGBoosterGetModelRaw`.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Small cleanup to jvm iter adapter.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Workaround Apple clang issue.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Add privacy preserving tutorial to index

github.com/dmlc/xgboost - jfrery opened this pull request over 1 year ago
Test monotone constraints with column split

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Support arrow through pandas ext types.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Integration tests for interaction constraints with column-wise data split

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Add privacy preserving tutorial

github.com/dmlc/xgboost - jfrery opened this pull request over 1 year ago
Test column sampler with column-wise data split

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
XGBoost 2.0 doesn't support Optuna Pruning Callback

github.com/dmlc/xgboost - hanhanwu opened this issue over 1 year ago
In spark.XGBoost.trainDistributed, the parameter n_thread, does not seem to take effect most of the time and still only utilizes a single thread

github.com/dmlc/xgboost - hanfengatonline opened this issue over 1 year ago
doctests failing with new version of xgboost

github.com/dmlc/xgboost - rohan472000 opened this issue over 1 year ago
Limit the number of threads for external memory.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Adding privacy-preserving Concrete ML links (#9598)

github.com/dmlc/xgboost - bcm-at-zama opened this pull request over 1 year ago
[jvm-packages] xgboost 2.0 fails to run with spark

github.com/dmlc/xgboost - dtera opened this issue over 1 year ago
Use array interface for testing numpy arrays.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
xgboost 2.0 build fails on osx because of a `overridden virtual function` caused by `std::make_shared`

github.com/dmlc/xgboost - tylerjthomas9 opened this issue over 1 year ago
Load configuration before loading model.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[breaking] [jvm-packages] Remove rabit check point.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Proposal: adding a section in the documentation for privacy-preserving XGBoost

github.com/dmlc/xgboost - bcm-at-zama opened this issue over 1 year ago
[dask] Move dask module into directory.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Workaround poll on macos.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Test categorical features with column-split gpu quantile

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Inconsistent warning in XGBClassifier and XGBRegressor (scikit-learn api).

github.com/dmlc/xgboost - chulwoohan opened this issue over 1 year ago
Build a simple event loop for collective.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[backport][R] Fix method name. (#9577)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[R] Fix number of threads used in examples.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[backport] Fix default metric configuration. (#9575)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Bump org.apache.maven.plugins:maven-javadoc-plugin from 3.5.0 to 3.6.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump org.apache.maven.plugins:maven-javadoc-plugin from 3.5.0 to 3.6.0 in /jvm-packages/xgboost4j-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump org.apache.maven.plugins:maven-javadoc-plugin from 3.5.0 to 3.6.0 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
[2.0.0] Build breaks because of missing #include <omp.h>

github.com/dmlc/xgboost - yurivict opened this issue over 1 year ago
Why is inference of model trained with sparse data slower than model trained with dense data?

github.com/dmlc/xgboost - Philipp3211 opened this issue over 1 year ago
XGboost train gives different models on macOS M1 and linux x86 (rounding issues)

github.com/dmlc/xgboost - hbraux opened this issue over 1 year ago
Bump org.apache.spark:spark-mllib_2.12 from 3.4.1 to 3.5.0 in /jvm-packages/xgboost4j-example

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump spark.version from 3.4.1 to 3.5.0 in /jvm-packages/xgboost4j-spark

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump spark.version.gpu from 3.4.1 to 3.5.0 in /jvm-packages/xgboost4j-spark-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump spark.version from 3.4.1 to 3.5.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
SparkXGBClassifier: Update params getting ignored

github.com/dmlc/xgboost - moygit opened this issue over 1 year ago
Fix nvflare demo dupliate gpu check

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
[R] Fix method name.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Utilities and cleanups for socket.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Fix default metric configuration for pseudohuber.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Fix PseudoHuberLoss::LoadConfig()

github.com/dmlc/xgboost - hcho3 opened this pull request over 1 year ago
Fix typo in python_packaging.rst

github.com/dmlc/xgboost - eltociear opened this pull request over 1 year ago
Fix rel script with relative path and end note version. [skip ci]

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Performance discrepancy between `QuantileDMatrix` and `DMatrix`

github.com/dmlc/xgboost - dthiagarajan opened this issue over 1 year ago
[Call for help] Donate to support XGBoost4J on Apple Silicon

github.com/dmlc/xgboost - hcho3 opened this issue over 1 year ago
[CI] Set up CI for Intel/M1 Macs on GitHub Actions

github.com/dmlc/xgboost - hcho3 opened this issue over 1 year ago
Remove internal use of gpu_id.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Make 2.0 release.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
cannot find and load libxgboost4j3832117424674659500.dylib

github.com/dmlc/xgboost - dycasxe101 opened this issue over 1 year ago
XGBoost 1.5.2 - Non-deterministic `XGBoostError` with `gpu_hist` for `ellpack_page.cu` on `NumSymbols()`

github.com/dmlc/xgboost - lebiathan opened this issue over 1 year ago
DataUtils.repartitionRDDs shuffle read can only one task running?

github.com/dmlc/xgboost - hanfengatonline opened this issue over 1 year ago
libxgboost4j.dylib can support macOS Catalina version=10.15.7?

github.com/dmlc/xgboost - hanfengatonline opened this issue over 1 year ago
More support for column split in gpu predictor

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Bump scalatest.version from 3.2.16 to 3.2.17 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Feature Request: add option to use cross-validation to choosing split at each node

github.com/dmlc/xgboost - peterloleungyau opened this issue over 1 year ago
[backport] [pyspark] support gpu transform (#9542)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[backport] [pyspark] rework transform to reuse same code (#9292)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Support pandas 2.1.0.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Bump scala.version from 2.12.18 to 2.13.12 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump scala.version from 2.12.18 to 2.13.12 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump scala.version from 2.12.18 to 2.13.12 in /jvm-packages/xgboost4j-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Add tests for gpu_approx with column split and vertical federated

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Add GPU support to NVFlare vertical demo

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
[backport] [CI] bump `setup-r` action version. (#9544)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
XGBOOST Custom Splitting Criterion

github.com/dmlc/xgboost - simonprovost opened this issue over 1 year ago
[backport] Fix read the doc configuration. [skip ci]

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[backport] Fix inplace predict with fallback and base margin (#9536)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
model.coef_ load coeffients in wrong axis when using booster:gblinear and objective: multi:softprob

github.com/dmlc/xgboost - Bolozano opened this issue over 1 year ago
[R] remove unused headers

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
Saving out QuantileDMatrix to file

github.com/dmlc/xgboost - dthiagarajan opened this issue over 1 year ago
[CI] bump `setup-r` action version.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
support pandas 2.1

github.com/dmlc/xgboost - celestinoxp opened this issue over 1 year ago
[pyspark] support gpu transform

github.com/dmlc/xgboost - wbo4958 opened this pull request over 1 year ago
add HTML files to gitignore

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
[R] reformat build scripts

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
Support vertical federated learning with `gpu_hist`

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
When I use the apply function, I get four times the default number of leaf nodes. Why is this happening?

github.com/dmlc/xgboost - mybingxf opened this issue over 1 year ago
Quantile Regression with multiple alphas fails on transform using SparkXGBRegressor

github.com/dmlc/xgboost - maeschbacher opened this issue over 1 year ago
Fix inplace predict with fallback when base margin is used.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago