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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.

C++ MIT main Stack scanned README.md
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417
Issues
511
Commits
3,844
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3

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Latest capture 2026-07-16 03:02

Star growth, last 7 days
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Stars from baseline +187

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Scanned 2026-07-16 03:02

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3
Manifest files
3
Dependencies
24

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  • No framework dependencies detected.
CMake .NET SDK PEP 517 c-cpp dotnet python

Dependency files

3 manifests
  • CMakeLists.txt c-cpp ecosystem, 13 dependencies
  • python-package/pyproject.toml python ecosystem, 11 dependencies
  • windows/LightGBM.sln dotnet ecosystem, 0 dependencies

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Topics
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Topics

#data-mining #decision-trees #distributed #gbdt #gbm #gbrt #gradient-boosting #kaggle #lightgbm #machine-learning #microsoft #parallel #python #r

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Metadata

Language
C++
License
MIT
Default branch
main
Created
2016-08-05
First commit
2016-08-05
Last pushed
2026-07-15
GitHub updated
2026-07-15
Last synced
2026-07-16 03:02
Stack detected
2026-07-16 03:02
Archived
no

Links and files

GitHub Website

https://lightgbm.readthedocs.io/en/latest/

README

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