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LightGBM

github.comtool

A fast, distributed, high-performance gradient boosting.

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Machine Learning, Data Science, Data Science, Tutorials
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2026-10-10
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  1. LightGBM (Light Gradient Boosting Machine) en.wikipedia.org
    site category #datascience link ↗
  2. ThunderGBM github.com
    tool category #python-data-science link ↗

    Fast GBDTs and Random Forests on GPUs.

  3. lightgbm github.com
    tool category #python link ↗
  4. GLM github.com
    tool category #machine-learning link ↗
  5. GLMNet github.com
    tool category #machine-learning link ↗
  6. lightgbm github.com
    tool category #machine-learning-with-ruby link ↗

    Ruby bindings for LightGBM. [dep: LightGBM]

Machine Learning › C++ > General-Purpose Machine Learning: “Microsoft's fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.”

Data Science › Machine Learning > Gradient Boosting: “A fast, distributed, high-performance gradient boosting.”

Tutorials › Data Science using Python > Various other helpful tools and resources: “Successfully used in many Kaggle challenges.”