lightgbm

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LightGBM is a gradient boosting framework that uses tree based learning algorithms.

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Installation

To install this package, run one of the following:

Conda

$conda install conda-forge::lightgbm

Usage Tracking

Version

5 / 8 versions selected

Downloads (Last 6 months): 0

Description

A 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.

About

Summary

LightGBM is a gradient boosting framework that uses tree based learning algorithms.

Last Updated

Feb 19, 2025 at 15:34

License

MIT

Total Downloads

4.3M

Supported Platforms

noarch

Unsupported Platforms

linux-64 Last supported version: 4.5.0

macOS-arm64 Last supported version: 4.5.0

macOS-64 Last supported version: 4.5.0

linux-aarch64 Last supported version: 4.5.0

win-64 Last supported version: 4.5.0

linux-ppc64le Last supported version: 4.5.0

Home

https://github.com/microsoft/LightGBM

GitHub Repository

https://github.com/microsoft/LightGBM

Documentation

https://lightgbm.readthedocs.io/en/v4.6.0/