LightGBM¶
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBMor MART) framework based on decision tree algorithms, used for ranking,classification and many other machine learning tasks.
https://lightgbm.readthedocs.io
Available modules¶
The overview below shows which LightGBM installations are available per target architecture in EESSI, ordered based on software version (new to old).
To start using LightGBM, load one of these modules using a module load command like:
(This data was automatically generated on Fri, 06 Feb 2026 at 13:12:13 UTC)
| aarch64/generic | aarch64/a64fx | aarch64/neoverse_n1 | aarch64/neoverse_v1 | aarch64/nvidia/grace | x86_64/generic | x86_64/amd/zen2 | x86_64/amd/zen3 | x86_64/amd/zen4 | x86_64/intel/cascadelake | x86_64/intel/haswell | x86_64/intel/icelake | x86_64/intel/sapphirerapids | x86_64/intel/skylake_avx512 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LightGBM/4.5.0-foss-2023a | x | x | x | x | x | x | x | x | x | x | x | x | x | x |
LightGBM/4.5.0-foss-2023a¶
This is a list of extensions included in the module:
lightgbm-4.5.0