284 lightgbm(1) - Kailash Tool Reference
284.1 lightgbm
lightgbm - LightGBM — fast gradient-boosting framework (GBDT, GBRT).
| Layer | OPS |
| Category | o-01-mlops-ml-engineering |
| Safety class | safe |
| Licence | MIT |
| Upstream | github.com/microsoft/LightGBM |
284.1.1 NAME
lightgbm - LightGBM — fast gradient-boosting framework (GBDT, GBRT).
284.1.2 SYNOPSIS
Not derived automatically - see upstream documentation. This page does not hand-copy flags (generation contract, ADR-0001).
284.1.3 DESCRIPTION (upstream)
[!NOTE] > This project moved from
Microsoft/LightGBMtolightgbm-org/LightGBMin March 2026. > This repository is still the official LightGBM source code, managed by the same maintainers (including the creator of LightGBM). > For details, see https://github.com/lightgbm-org/LightGBM/issues/7187 Light Gradient Boosting Machine =============================== LightGBM is a gradient boosting framework that uses tree based learning algorithms. It is designed to be distributed and efficient with the following advantages: - Faster training speed and higher efficiency. - Lower memory usage. - Better accuracy. - Support of parallel, distributed, and GPU learning. - Capable of handling large-sc
284.1.4 CONFIGURATION (detected)
Config-surface markers detected in the upstream README (14 matches, e.g. cpp.yml, cpp.yml). A full config reference page for this tool is queued under the config-page policy — this line is the detection record, not the page.
284.1.5 SEE ALSO
- Category: o-01-mlops-ml-engineering in the category directory (sister tools listed there).
- Configuration reference — files, environment variables, samples.
ref: pin - verified 2026-10-14