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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

Remove Koffie Labs from Sponsors list

github.com/dmlc/xgboost - hcho3 opened this pull request over 1 year ago
Unify the code path between local and distributed training.

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

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Accept only keyword arguments in data iterator.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Clean up MGPU C++ tests

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Add custom logger

github.com/dmlc/xgboost - ahowe42 opened this issue over 1 year ago
[CI] Update github actions.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Small cleanup for histogram routines.

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/xgboost4j-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Support latest pandas.

github.com/dmlc/xgboost - celestinoxp opened this issue over 1 year ago
Custom Evaluation Metric throws TypeError: unsupported operand type(s) for /: 'QuantileDMatrix' and 'float'

github.com/dmlc/xgboost - eckstefa opened this issue over 1 year ago
Change training stage from ResultStage to ShuffleMapStage

github.com/dmlc/xgboost - jinmfeng001 opened this pull request over 1 year ago
Change training stage from ResultStage to ShuffleMapStage

github.com/dmlc/xgboost - jinmfeng001 opened this pull request over 1 year ago
Raise if expected workers are not alive in `xgboost.dask.train`

github.com/dmlc/xgboost - hendrikmakait opened this pull request over 1 year ago
`xgboost.dask.train` gets stuck indefinitely if worker holding data from `DaskDMatrix` restarts

github.com/dmlc/xgboost - hendrikmakait opened this issue over 1 year ago
`xgboost.dask.train` gets stuck indefinitely if worker holding data from `DaskDMatrix` left

github.com/dmlc/xgboost - hendrikmakait opened this issue over 1 year ago
require_keyword_args decorator throws wrong error message.

github.com/dmlc/xgboost - utb6fe opened this issue over 1 year ago
The results of GPU calculation and calculation without GPU are different

github.com/dmlc/xgboost - shangxiaaabb opened this issue over 1 year ago
Retry switching to per-thread default stream

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Update prediction.rst

github.com/dmlc/xgboost - NickHilton opened this pull request over 1 year ago
Initial GPU support for the approx tree method.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Revert "Switch to per-thread default stream (#9396)"

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[jvm-packages] set device to cuda when tree method is "gpu_hist"

github.com/dmlc/xgboost - wbo4958 opened this pull request over 1 year ago
[CI] flaky test for thread-local AUC on Windows.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
[CI] flaky test for thread-local device ordinal.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
2.0.0-SNAPSHOT dmlc/XGBoost train FAILED on "Invalid data ordinal"

github.com/dmlc/xgboost - NvTimLiu opened this issue over 1 year ago
Categorical CUDA fails on a data validation check if there's a float column that contains all NAs

github.com/dmlc/xgboost - wwang-walleye opened this issue over 1 year ago
\include\xgboost/span.h(128): error C2899: 不能在模板声明之外使用类型名称

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

github.com/dmlc/xgboost - gump996 opened this issue over 1 year ago
Fix metric serialization.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[jvm-packages] automatically set the max/min direction for best score

github.com/dmlc/xgboost - wbo4958 opened this pull request over 1 year ago
Define `best_iteration` only if early stopping is used.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Fix warning message for device.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[breaking] Remove support for single string feature info.

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

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Implement sketching with Hessian on GPU.

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

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Add compute 90.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Switch to per-thread default stream

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Remove unmaintained jvm readme and dev scripts.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
[CI] Block CI from running for dependabot PRs

github.com/dmlc/xgboost - hcho3 opened this pull request over 1 year ago
[CI] [Don't merge] Simulate dependabot PR

github.com/dmlc/xgboost - hcho3 opened this pull request over 1 year ago
[CI] [Don't merge] Test how BuildKite handles a PR that's also a branch

github.com/dmlc/xgboost - hcho3 opened this pull request over 1 year ago
booster class .eval not returning multiple eval_metrics in xgb 1.6.2

github.com/dmlc/xgboost - baptistecumin opened this issue over 1 year ago
[pyspark] Handle the `device` parameter in pyspark.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Support column split in gpu hist updater

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
[CI] Build pip wheel with RMM support

github.com/dmlc/xgboost - hcho3 opened this pull request over 1 year ago
Refs. #7547. Using ubj as default serialization format in jvm-packages.

github.com/dmlc/xgboost - dotbg opened this pull request over 1 year ago
Add getData function for DMatrix

github.com/dmlc/xgboost - jinmfeng001 opened this pull request over 1 year ago
Convergence issue under pseudo-huber loss for simple experiment data

github.com/dmlc/xgboost - houlk8503 opened this issue over 1 year ago
[jvm package] xgboost model training early stop at minimum auc value

github.com/dmlc/xgboost - henghamao opened this issue over 1 year ago
[Python] Make lib paths configurable

github.com/dmlc/xgboost - hcho3 opened this issue over 1 year ago
NCCL failure on distributed gpu training through Ray

github.com/dmlc/xgboost - atomic opened this issue over 1 year ago
go: Add Go xgboost bindings

github.com/dmlc/xgboost - tmc opened this pull request over 1 year ago
[FR] Xgboost training run out of memory in some cases, can we add memory threshold config to prevent OOM ?

github.com/dmlc/xgboost - WeichenXu123 opened this issue over 1 year ago
Support column split with GPU quantile

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Fix NCCL test hang

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
GPU out of memory using external memory.

github.com/dmlc/xgboost - fwefawe opened this issue over 1 year ago
[feature request] Handling special values, infinity

github.com/dmlc/xgboost - lcrmorin opened this issue over 1 year ago
get_dump(dump_format='json') and dump_model(..., dump_format='json') return invalid JSON strings when special characters are present in feature names

github.com/dmlc/xgboost - KWiecko opened this issue over 1 year ago
Fix device communicator dependency

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Support column split in GPU predictor

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
xgboost.dask.train (cpu) high memory usage when increasing max_depth

github.com/dmlc/xgboost - ncclementi opened this issue over 1 year ago
Bump rapids-4-spark_2.12 from 23.04.1 to 23.06.0 in /jvm-packages/xgboost4j-spark-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump rapids-4-spark_2.12 from 23.04.1 to 23.06.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump hadoop.version from 3.3.5 to 3.3.6 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump spark.version from 3.3.2 to 3.4.1 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump hadoop.version from 3.3.5 to 3.3.6 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump spark.version.gpu from 3.3.2 to 3.4.1 in /jvm-packages/xgboost4j-spark-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump spark-mllib_2.12 from 3.4.0 to 3.4.1 in /jvm-packages/xgboost4j-example

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump spark.version from 3.4.0 to 3.4.1 in /jvm-packages/xgboost4j-spark

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump hadoop.version from 3.3.5 to 3.3.6 in /jvm-packages/xgboost4j-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
min_child_weight is not used for Tweedie objective function

github.com/dmlc/xgboost - yellowzijian opened this issue over 1 year ago
code change

github.com/dmlc/xgboost - celestinoxp opened this issue over 1 year ago
[dask] Support prediction with empty partition.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
Use dh::CUDAStream in NCCL communicator

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Bump scala-collection-compat_2.12 from 2.10.0 to 2.11.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
[doc] How to build xgboost4j on macOS

github.com/dmlc/xgboost - jaceklaskowski opened this pull request over 1 year ago
Refactor device communicator to make allreduce more flexible

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
[pyspark] rework transform to reuse same code

github.com/dmlc/xgboost - wbo4958 opened this pull request over 1 year ago
updater_quantile_hist.cc annotation adjustment

github.com/dmlc/xgboost - gklab opened this pull request over 1 year ago
Bump cudf from 23.04.0 to 23.06.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
More tests for cpu predictor with column split

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
libxgboost.so is almost 300MB large on x86_64 platform

github.com/dmlc/xgboost - aronbrand opened this issue over 1 year ago
saveJsonConfig metrics Differ From Booster Internal Metrics

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

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Eliminate host synchronization.

github.com/dmlc/xgboost - trivialfis opened this issue over 1 year ago
[doc] Update dask demo.

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

github.com/dmlc/xgboost - rongou opened this pull request over 1 year ago
Avoid thrust logical operation.

github.com/dmlc/xgboost - trivialfis opened this pull request over 1 year ago
Python sklearn interface: early_stopping_rounds documentation is misleading

github.com/dmlc/xgboost - mfeurer opened this issue over 1 year ago
Core.py removing 'type: ignore' hints

github.com/dmlc/xgboost - michael-gendy-mention-me opened this pull request over 1 year ago
why there is such big difference between total gain and total loss change

github.com/dmlc/xgboost - Zt-Wan opened this issue over 1 year ago
Floating point exception after DMatrix.save_binary() with GPUs

github.com/dmlc/xgboost - sjhermanek opened this issue over 1 year ago
[WIP] Build custom argsort for GPU quantile sketching.

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

github.com/dmlc/xgboost - astromen1 opened this issue over 1 year ago
Bump maven-checkstyle-plugin from 3.2.2 to 3.3.0 in /jvm-packages

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump maven-checkstyle-plugin from 3.2.2 to 3.3.0 in /jvm-packages/xgboost4j-spark

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump maven-checkstyle-plugin from 3.2.2 to 3.3.0 in /jvm-packages/xgboost4j-gpu

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago
Bump maven-checkstyle-plugin from 3.2.2 to 3.3.0 in /jvm-packages/xgboost4j

github.com/dmlc/xgboost - dependabot[bot] opened this pull request over 1 year ago