GitHub topic

gbdt GitHub repositories

Explore 4 tracked GitHub repositories tagged gbdt. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 18 stars since the previous daily snapshot.

Tracked repositories: 4
Total stars: 57,742
Stars gained · 7 days: +85
Stars gained · 30 days: +299

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Star activity for gbdt repositories on this page
Repository	Total stars	Today	7 days	30 days
lightgbm-org/LightGBM	18.9K	+10	+36	+113
catboost/catboost	9.2K	+4	+25	+60
dmlc/xgboost	28.9K	+3	+23	+119
perpetual-ml/perpetual	715	+1	+1	+7

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Showing 1–4 of 4 tracked repositories.

lightgbm-org/LightGBM

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 tasks.

★ 18.9K+10 todayC++

machine-learning python

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catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

★ 9.2K+4 todayC++

machine-learning python

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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

★ 28.9K+3 todayC++

machine-learning distributed-systems

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perpetual-ml/perpetual

Perpetual 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 R

★ 715+1 todayRust

machine-learning python

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gbdt GitHub repositories

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lightgbm-org/LightGBM

catboost/catboost

dmlc/xgboost

perpetual-ml/perpetual

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