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.

r distributed python machine-learning

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17.7k Stars

3.9k Forks

17.7k Watchers

C++ Language

mit License

Cost to Build

$3.23M

Market Value

$17.96M

How is this calculated?

Growth over time

34 data points · 2018-09-01 → 2025-09-01

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What is the microsoft/LightGBM GitHub project? Description: "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.". Written in C++. Explain what it does, its main use cases, key features, and who would benefit from using it.

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How to clone LightGBM

Clone via HTTPS

git clone https://github.com/microsoft/LightGBM.git

Clone via SSH

[email protected]:microsoft/LightGBM.git

Download ZIP

Download master.zip

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Report bugs or request features on the LightGBM issue tracker:

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