LightGBM
LightGBM is a gradient boosting framework that uses tree-based learning algorithms. It is designed to be distributed and efficient, with faster training speed, lower memory usage, better accuracy, and support for parallel, distributed, and GPU learning.
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Overview
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Silent install
Uninstall
pip install lightgbmUninstall
pip uninstall lightgbm Version & Lifecycle
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Release Notes & Updates
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Also known as
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LightGBMMicrosoft LightGBM
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Packaging Notes
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Available via PyPI, GitHub releases, NuGet for .NET. Supports GPU/CPU versions on Windows/Linux. Build from source with cmake/MSBuild for custom configurations.
