BSD Ports

misc/py-lightgbm 4.4.0 DragonFly

Gradient boosting framework that uses tree based learning algorithms

System
DragonFly
Repository
DPorts
Maintainer
[email protected] (as in FreeBSD)
License
MIT
Categories
misc
Package size
1999.5 KiB, 8651.8 KiB installed

Description

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-scale data.

In the other systems

SystemPortVersion
DragonFlymisc/py-lightgbm4.4.0
FreeBSDmisc/py-lightgbm4.7.0
HardenedBSDmisc/py-lightgbm4.7.0
GhostBSDmisc/py-lightgbm4.7.0

Install

Binary package:

pkg install py311-lightgbm

From DPorts:

cd /usr/dports/misc/py-lightgbm && make install clean

Dependencies

Run dependencies 4

No port depends on this one.