lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms.

Designed to be distributed and efficient and comes with faster training speeds, higher efficiency, lower memory usage and support of parallel, distributed, and GPU learning.

Run the following Vcpkg command to install the port.

vcpkg install lightgbm

Usage details are not available for this port.

• lightgbm[gpu]≥v4.4.0#0

  All

  GPU support using Boost.Compute

  Feature Dependencies

  • boost-compute

    All
  • opencl

    All
• lightgbm[openmp]≥v4.4.0#1

  All

  Support for multi-threading using OpenMP

  Default Feature

  • All

• eigen3

  All
• fast-double-parser

  All
• fmt

  All
• vcpkg-cmake

  All