dmlc

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

28.6K stars 8.9K forks 28.6K watchers C++ Apache License 2.0
distributed-systems gbdt gbm gbrt machine-learning xgboost
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3 Open Issues Need Help Last updated: Jul 31, 2026

Open Issues Need Help

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Make all tutorials multi-language 5 days ago
good first issue
dmlc/xgboost
28.6K

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

C++
#distributed-systems#gbdt#gbm#gbrt#machine-learning#xgboost
[Doc] Update list of winning solutions in data science competitions using XGBoost 5 days ago
doc good first issue
dmlc/xgboost
28.6K

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

C++
#distributed-systems#gbdt#gbm#gbrt#machine-learning#xgboost
Create an interactive Colab Notebook 6 months ago
good first issue
dmlc/xgboost
28.6K

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

C++
#distributed-systems#gbdt#gbm#gbrt#machine-learning#xgboost