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lightgbmv4.5.0

Updated

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.

#License

Apache-2.0

#Supported Platforms

!android & !osx & !uwp

  • ✅linux
  • ✅windows
  • ❌osx
  • ❌uwp

#Features

Default feature: openmp

#gpu

GPU support using Boost.Compute

Dependencies:
and 66 transitive dependencies:
Host Dependencies:
3 transitive dependencies:

#openmpdefault

Support for multi-threading using OpenMP

Dependencies:

No dependencies.

Host Dependencies:

No dependencies.

#Dependencies

No transitive dependencies.

#Host Dependencies

and one transitive dependency:

#Used By

No ports use this.

#Host Tool For

No ports use this.

#Contributors

  • David Smith's avatarDavid Smith
  • Jia Yue Hua's avatarJia Yue Hua

#Changelog

  • 874e0d0
    874e0d0[lightgbm] update to 4.5.0 (#41491)
  • b52e407
    b52e407[lightgbm] Add Threadless Feature (#40344)
  • c4467cb
    c4467cb[lightgbm] Add open-source library lightgbm to vcpkg (#39395)

#Port Files