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LightGBM

by Microsoftv4.7.0

Last updated

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.

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Install with winget

$ winget install --id Microsoft.LightGBM --exact --version 4.7.0

Run in Command Prompt, PowerShell, or Windows Terminal. Prompts for any agreements.

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Installers · v4.7.0

ArchitectureTypeScopeInstallDownload
x64Portable-Direct

Copy a command tailored to that specific architecture, type, and scope - useful when winget would otherwise pick a different default.

Security

1 known CVE via NVD

Source: NVD, updated 5h ago. Patch status is best-effort: NVD's fix version is compared against the latest version in winget, but the two version formats don't always align. Confirm with the vendor advisory before treating any specific build as safe.

See a CVE that affects your fleet? Push the patched version to Intune in one click with Pckgr.

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More from Microsoft or browse lightgradientboostingmachine, light-gradient-boosting-machine, light-gbm.

Frequently asked questions

How do I install LightGBM on Windows?
Open Windows Terminal, PowerShell, or Command Prompt and run: winget install --id Microsoft.LightGBM --exact --version 4.7.0. winget downloads the installer from Microsoft and runs it. Requires Windows 10 (1809+) or Windows 11.
How do I install LightGBM silently for unattended deployment?
Add --silent and accept the agreements upfront: winget install --id Microsoft.LightGBM --exact 4.7.0 --silent --accept-package-agreements --accept-source-agreements. This is the variant Intune, Configuration Manager, and other deployment tools should use.
How do I uninstall LightGBM via winget?
Run: winget uninstall --id Microsoft.LightGBM --exact. Add --silent for unattended uninstalls. winget will use the registered uninstaller from LightGBM's Apps & Features entry.
Is LightGBM free?
LightGBM is distributed under MIT. Refer to the publisher (https://github.com/lightgbm-org/LightGBM) for the full license terms - Wingetly itself does not charge for installation.
Does LightGBM work on Windows 10?
Yes, as long as your Windows 10 build supports winget (1809 or newer). winget ships with App Installer on Windows 10/11 and pulls LightGBM directly from the publisher.
How do I keep LightGBM up to date?
Run winget upgrade --id Microsoft.LightGBM --exact, or winget upgrade --all to update everything winget tracks. We index 2 versions of LightGBM from microsoft/winget-pkgs.

Recent versions

  • 4.7.0latest
  • 4.6.0