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3 stars written in C++
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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

C++ 28,247 8,863 Updated Apr 10, 2026

VowpalWabbit / vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…

C++ 8,666 1,928 Updated Mar 19, 2026

mit-nlp / MITIE

MITIE: library and tools for information extraction

C++ 2,963 534 Updated Sep 28, 2025