LightGBM¶

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.

homepage: https://lightgbm.readthedocs.io

Available installations¶

LightGBM version	Supported CPU targets	Supported GPU targets	EESSI version	Module
4.5.0	`generic`: `aarch64`, `x86_64` Arm: `neoverse_n1`, `neoverse_v1`, `nvidia/grace` AMD: `zen2`, `zen3`, `zen4` Intel: `haswell`, `skylake_avx512`, `sapphirerapids`, `icelake`, `cascadelake`	NVIDIA: `cc70`, `cc80`, `cc90`	2023.06	`LightGBM/4.5.0-foss-2023a-CUDA-12.1.1`
4.5.0	`generic`: `aarch64`, `x86_64` Arm: `a64fx`, `neoverse_n1`, `neoverse_v1`, `nvidia/grace` AMD: `zen2`, `zen3`, `zen4` Intel: `haswell`, `skylake_avx512`, `sapphirerapids`, `icelake`, `cascadelake`	(none)	2023.06	`LightGBM/4.5.0-foss-2023a`

Extensions¶

Overview of extensions included in LightGBM installations

lightgbm¶

`lightgbm` version	LightGBM modules that include it
4.5.0	`LightGBM/4.5.0-foss-2023a` `LightGBM/4.5.0-foss-2023a-CUDA-12.1.1`