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Repositories in this selection 3 · UTC 2026-11-04
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1—Ddmlc / xgboostScalable, 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 DataFlowC++Apache-2.0 · PermissiveInsufficient rank history28,9388,960——2026-11-02
2—Llightgbm-org / LightGBMA fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.C++MIT · PermissiveInsufficient rank history18,9474,100——2026-11-02
3—Pperpetual-ml / perpetualPerpetual is a high-performance gradient boosting machine. It delivers optimal accuracy in a single run without complex tuning through a simple budget parameter. It features out-of-the-box support for causal ML, continual learning, native calibration, and robust drift monitoring, along with Rust core and zero-copy bindings for Python and RRustApache-2.0 · PermissiveInsufficient rank history71642——2026-10-24
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