dmlc / xgboost
git clone https://github.com/dmlc/xgboost.git
v3.4.2 · 1mo ago
A distributed gradient boosting library providing GBDT and GBRT tree-boosting for classification, regression, and ranking across multiple languages.
Why you might care
Fast, accurate tree boosting for tabular data with bindings for Python, R, Java, Scala and C, and runs on a single machine or distributed backends like Spark, Dask, Hadoop and Kubernetes. Suited to data scientists and engineers handling large datasets who want a mature, widely used GBDT implementation under Apache-2.0.
+5
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stars, 7 days · #10,192
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stars, 30 days · #9,393
29k
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9.0k
forks · 455 open issues
Star history (as recorded here)
LanguageC++
LicenseApache-2.0
Created2014-02-06 (12y ago)
Last push2d ago
Watchers877
OwnerOrganization
Seen on GitHub Trending
- 2026-10-31 — #11 daily in c++ · +4 ★
GitHub topics
Links
- GitHub: github.com/dmlc/xgboost
- Homepage: https://xgboost.readthedocs.io/
- Releases · Issues · Hacker News mentions
README
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Blurb generated by claude-haiku-5-5 2d ago. Star deltas marked ~ are extrapolated from partial history.