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11 stars written in C++
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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++ 27,600 8,819 Updated Nov 10, 2025

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

C++ 20,832 6,752 Updated Oct 25, 2023

A 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 …

C++ 17,829 3,959 Updated Nov 11, 2025

brpc is an Industrial-grade RPC framework using C++ Language, which is often used in high performance system such as Search, Storage, Machine learning, Advertisement, Recommendation etc. "brpc" mea…

C++ 17,362 4,067 Updated Nov 9, 2025

Read excel files (.xls and .xlsx) into R 🖇

C++ 746 199 Updated Sep 19, 2025

A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.

C++ 620 70 Updated Nov 11, 2025

https://github.com/dmlc/xgboost

C++ 581 261 Updated Jul 4, 2018

H2Oai GPU Edition

C++ 471 95 Updated Oct 24, 2024

R package for fast and accurate raster zonal statistics

C++ 293 27 Updated Oct 28, 2025

Gradient boosted models

C++ 105 26 Updated Apr 2, 2015

Development Repository for GPU-accelerated GBDT training

C++ 60 15 Updated Apr 12, 2017