lightgbm v4.5.0
- Created
- 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
# Supported Platforms
!android & !osx & !uwp
- ✅ linux
- ✅ windows
- ❌
osx - ❌
uwp
# Features
Default feature: openmp
# gpu
GPU support using Boost.Compute
Dependencies:
and 66 transitive dependencies:
- boost-algorithm
>= v1.86.0(by boost-compute ) - boost-align
>= v1.86.0(by boost-atomic ) - boost-any
>= v1.86.0(by boost-property-tree ) - boost-array
>= v1.86.0(by boost-algorithm ) - boost-assert
>= v1.86.0(by boost-array ) - boost-atomic
>= v1.86.0(by boost-filesystem ) - boost-bind
>= v1.86.0(by boost-algorithm ) - boost-chrono
>= v1.86.0(by boost-compute ) - boost-cmake
>= v1.86.0(by boost-assert ) - boost-concept-check
>= v1.86.0(by boost-algorithm ) - boost-config
>= v1.86.0(by boost-assert ) - boost-container
>= v1.86.0(by boost-lexical-cast ) - boost-container-hash
>= v1.86.0(by boost-fusion ) - boost-conversion
>= v1.86.0(by boost-range ) - boost-core
>= v1.86.0(by boost-array ) - boost-date-time
>= v1.86.0(by boost-thread ) - boost-describe
>= v1.86.0(by boost-container-hash ) - boost-detail
>= v1.86.0(by boost-iterator ) - boost-endian
>= v1.86.0(by boost-spirit ) - boost-exception
>= v1.86.0(by boost-algorithm ) boost-filesystem
>= v1.86.0(by boost-compute )Platforms:
!uwp- boost-function
>= v1.86.0(by boost-algorithm ) - boost-function-types
>= v1.86.0(by boost-iterator ) - boost-functional
>= v1.86.0(by boost-fusion ) - boost-fusion
>= v1.86.0(by boost-iterator ) - boost-headers
>= v1.86.0(by boost-config ) - boost-integer
>= v1.86.0(by boost-regex ) - boost-intrusive
>= v1.86.0(by boost-container ) - boost-io
>= v1.86.0(by boost-utility ) - boost-iterator
>= v1.86.0(by boost-algorithm ) - boost-lexical-cast
>= v1.86.0(by boost-compute ) - boost-move
>= v1.86.0(by boost-smart-ptr ) - boost-mp11
>= v1.86.0(by boost-describe ) - boost-mpl
>= v1.86.0(by boost-function-types ) - boost-multi-index
>= v1.86.0(by boost-property-tree ) - boost-numeric-conversion
>= v1.86.0(by boost-date-time ) - boost-optional
>= v1.86.0(by boost-iterator ) - boost-phoenix
>= v1.86.0(by boost-spirit ) - boost-pool
>= v1.86.0(by boost-spirit ) - boost-predef
>= v1.86.0(by boost-mpl ) - boost-preprocessor
>= v1.86.0(by boost-concept-check ) - boost-property-tree
>= v1.86.0(by boost-compute ) - boost-proto
>= v1.86.0(by boost-phoenix ) - boost-range
>= v1.86.0(by boost-algorithm ) - boost-ratio
>= v1.86.0(by boost-chrono ) - boost-regex
>= v1.86.0(by boost-range ) - boost-scope
>= v1.86.0(by boost-filesystem ) - boost-serialization
>= v1.86.0(by boost-property-tree ) - boost-smart-ptr
>= v1.86.0(by boost-exception ) - boost-spirit
>= v1.86.0(by boost-serialization ) - boost-static-assert
>= v1.86.0(by boost-core ) - boost-system
>= v1.86.0(by boost-chrono ) - boost-thread
>= v1.86.0(by boost-spirit ) - boost-throw-exception
>= v1.86.0(by boost-core ) - boost-tokenizer
>= v1.86.0(by boost-date-time ) - boost-tuple
>= v1.86.0(by boost-exception ) - boost-type-index
>= v1.86.0(by boost-any ) - boost-type-traits
>= v1.86.0(by boost-concept-check ) - boost-typeof
>= v1.86.0(by boost-functional ) - boost-uninstall
>= v1.86.0(by boost-cmake ) - boost-unordered
>= v1.86.0(by boost-algorithm ) - boost-utility
>= v1.86.0(by boost-mpl ) - boost-uuid
>= v1.86.0(by boost-compute ) - boost-variant
>= v1.86.0(by boost-spirit ) - boost-variant2
>= v1.86.0(by boost-system ) - boost-winapi
>= v1.86.0(by boost-system )
Host Dependencies:
3 transitive dependencies:
- vcpkg-boost (by boost-cmake )
- vcpkg-cmake (by boost-cmake )
- vcpkg-cmake-config (by boost-cmake )
# openmp default
Support for multi-threading using OpenMP
Dependencies:
No dependencies.
Host Dependencies:
No dependencies.
# Dependencies
No transitive dependencies.
# Host Dependencies
and one transitive dependency:
- vcpkg-cmake-config (by eigen3 )
# Dependents
No dependents.
# Host Dependents
No dependents.
# Contributors
David Smith
Jia Yue Hua