BSD Ports

misc/lightgbm 4.5.0 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
2193.3 KiB, 13735.7 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/lightgbm4.5.0
FreeBSDmisc/lightgbm4.7.0

Install

Binary package:

pkg install lightgbm

From DPorts:

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

Dependencies

No port depends on this one.