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https://github.com/microsoft/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.
https://github.com/microsoft/lightgbm
data-mining decision-trees distributed gbdt gbm gbrt gradient-boosting kaggle lightgbm machine-learning microsoft parallel python r
Last synced: about 5 hours ago
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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.
- Host: GitHub
- URL: https://github.com/microsoft/lightgbm
- Owner: microsoft
- License: mit
- Created: 2016-08-05T05:45:50.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2024-05-01T20:52:43.000Z (5 months ago)
- Last Synced: 2024-05-02T06:05:51.217Z (5 months ago)
- Topics: data-mining, decision-trees, distributed, gbdt, gbm, gbrt, gradient-boosting, kaggle, lightgbm, machine-learning, microsoft, parallel, python, r
- Language: C++
- Homepage: https://lightgbm.readthedocs.io/en/latest/
- Size: 20.6 MB
- Stars: 16,067
- Watchers: 437
- Forks: 3,772
- Open Issues: 379
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Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md