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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] Fix GPU categorical split memory allocation. (#9529)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[backport] [R] Fix integer inputs with NA. (#9522)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[backport] Delay the check for vector leaf. (#9509)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[backport] Fix device dispatch for linear updater. (#9507)

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[rabit] Improved connection handling.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[xgboost4j-spark]process_type params does not exist in release1.0.0?

github.com/dmlc/xgboost - a1164714 opened this issue over 1 year ago
Fix GPU categorical split memory allocation.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Building xgboost4j on macos: java.lang.NoClassDefFoundError: Could not initialize class ml.dmlc.xgboost4j.java.XGBoost

github.com/dmlc/xgboost - vittoema96 opened this issue over 1 year ago
Use the new `DeviceOrd` in the linalg module.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[R] Support multi-class custom objective.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[rabit] Drop support for MPI backend.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Small cleanup to tracker initialization.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Remove the deprecated Python rabit module.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[R] Fix integer inputs with NA.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
cudaErrorIllegalAddress: an illegal memory access was encountered

github.com/dmlc/xgboost - Sion1225 opened this issue over 1 year ago
[R] Apache Arrow data support for DMatrix

github.com/dmlc/xgboost - mytarmail opened this issue over 1 year ago
[pyspark] Support stage-level scheduling for training

github.com/dmlc/xgboost - wbo4958 opened this pull request over 1 year ago
[dask] Filter models on worker.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Bump com.nvidia:rapids-4-spark_2.12 from 23.08.0 to 23.08.1 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump com.nvidia:rapids-4-spark_2.12 from 23.08.0 to 23.08.1 in /jvm-packages/xgboost4j-spark-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Add test for model compatibility with cat data

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
Small cleanup to rabit tracker.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[Python] Cannot pickle empty `Booster`

github.com/dmlc/xgboost - david-cortes opened this issue over 1 year ago
[jvm-packages] XGBoost4J-Spark 2.0.0-RC1 fails for Spark 3.4.0 on EMR

github.com/dmlc/xgboost - nawidsayed opened this issue over 1 year ago
Support column split in GPU evaluate splits

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
2.1.0-SNAPSHOT GPU jars train FAILED on `Check failed: device_ == device (0 vs. 3)`

github.com/dmlc/xgboost - NvTimLiu opened this issue over 1 year ago
Delay the check for vector leaf.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[WIP] Use matrix for gradient.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Fix device dispatch for linear updater.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[WIP] Move feature weight to skl parameters.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Fix release script for RC [skip ci]

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Drop support for loading remote files.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[R] Differentiate dev version with release version.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
XGBClassifier doesn't fully match the sklearn interface

github.com/dmlc/xgboost - DSantiagoBC opened this issue over 1 year ago
Fix safe_xgboost macro on c++

github.com/dmlc/xgboost - TZProgrammer opened this pull request over 1 year ago
safe_xgboost macro (defined in c api docs) has syntax errors

github.com/dmlc/xgboost - TZProgrammer opened this issue over 1 year ago
mitigate flaky test with distributed l1 error.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Bump version to 2.1.

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

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
How can i use C interface to get same prediction value as Python?

github.com/dmlc/xgboost - FanChangchun123 opened this issue over 1 year ago
[pyspark] hotfix for GPU setup verification issue

github.com/dmlc/xgboost - wbo4958 opened this pull request over 1 year ago
comment out static assert failing under webassembly

github.com/dmlc/xgboost - gamante91 opened this pull request over 1 year ago
Fix version parsing with rc release.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Make 2.0.0 RC1.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[jvm-packages] Fix partition related issue

github.com/dmlc/xgboost - jinmfeng001 opened this pull request over 1 year ago
Use hint for find nccl.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Bump org.apache.commons:commons-lang3 from 3.12.0 to 3.13.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Fix federated learning demos and tests

github.com/dmlc/xgboost - SYangster opened this pull request over 1 year ago
XGBoost makes every output printed twice

github.com/dmlc/xgboost - Sion1225 opened this issue over 1 year ago
Return base score as intercept.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Deprecate the command line interface.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
News for 2.0. [skip ci]

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[doc] Quick note for the `device` parameter. [skip ci]

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[jvm-packages] Bump rapids version.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[R] remove commented-out code

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
Convert input to str for hypothesis note.

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

github.com/dmlc/xgboost - dotbg opened this pull request over 1 year ago
[jvm-packages] throw exception when tree_method=approx and device=cuda

github.com/dmlc/xgboost - wbo4958 opened this pull request over 1 year ago
[R] [Doc] remove documentation index entries for internal functions

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
[R] remove more uses of default values in internal functions

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
[Call for help] Bringing the R package up-to-date.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
Handle special characters in JSON model dump.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
XGBoost 1.7.5.1 for R does not deploy to RConnect server

github.com/dmlc/xgboost - kayvannejabatizenouz opened this issue over 1 year ago
Deprecate text file input.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
Deprecate the command line interface.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
Either deprecate or test support for URI inputs like `s3`.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
[doc] Document the current status of some features.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Bump com.nvidia:rapids-4-spark_2.12 from 23.04.1 to 23.08.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump ai.rapids:cudf:cuda11 from 23.04.0 to 23.08.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump com.nvidia:rapids-4-spark_2.12 from 23.04.1 to 23.08.0 in /jvm-packages/xgboost4j-spark-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump ai.rapids:cudf:cuda11 from 23.04.0 to 23.08.0 in /jvm-packages/xgboost4j-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
[CI] Update RAPIDS to latest stable

github.com/dmlc/xgboost - github-actions[bot] opened this pull request over 1 year ago
Normalize file system path.

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

github.com/dmlc/xgboost - ShaneConneely opened this pull request over 1 year ago
[R] remove default values in internal booster manipulation functions

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
Fix pyspark parameter.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Test scikit-learn model IO with gblinear.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[Doc] fix typos in documentation

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
[R] remove default values in internal utility functions

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
[R] [CI] use lintr 3.1.0

github.com/dmlc/xgboost - jameslamb opened this pull request over 1 year ago
Use `realloc` for histogram cache and expose the cache limit.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Optimization for deep trees on distributed system.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
R test fail on Windows with file reading.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
Large memory spike after introduction of histogram size bound

github.com/dmlc/xgboost - fjetter opened this issue over 1 year ago
Add `save_raw` method to `XGBModel`

github.com/dmlc/xgboost - judahrand opened this pull request over 1 year ago
Fix links in R doc.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[pyspark] add some log

github.com/dmlc/xgboost - wbo4958 opened this pull request over 1 year ago
Fix clang warnings.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Empty paths written when persisting SparkXGBClassifier models

github.com/dmlc/xgboost - atronchi opened this issue over 1 year ago
Use `weakref` instead of `id` for `DataIter` cache.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[CI] Check compiler warnings.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Handle UTF-8 paths correctly on Windows platform

github.com/dmlc/xgboost - hcho3 opened this pull request over 1 year ago
[FEA] Relax the hard dependency on NCCL

github.com/dmlc/xgboost - hcho3 opened this issue over 1 year ago
Use lambda function in ParallelFor2D.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Bound the size of the histogram cache.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Segmentation fault for QuantileDMatrix with data iterator on master

github.com/dmlc/xgboost - lukezli opened this issue over 1 year ago
Switch back to the GPUIDX macro

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Update R docs based on deprecated parameters/behaviour

github.com/dmlc/xgboost - joshbrowning2358 opened this pull request over 1 year ago
Explicitly specify libcudart_static in CMake config

github.com/dmlc/xgboost - hcho3 opened this pull request over 1 year ago
[Doc] Clarify the output behavior of reg:logistic

github.com/dmlc/xgboost - hcho3 opened this pull request over 1 year ago