BSD Portsmisc/py-lightgbm 4.7.0 FreeBSD
Gradient boosting framework that uses tree based learning algorithms
- System
- FreeBSD
- Repository
- FreeBSD ports
- Maintainer
- [email protected]
- Last update
- Commit
a2fa4f3917- License
- MIT
- Categories
- misc
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
| System | Port | Version |
|---|---|---|
| FreeBSD | misc/py-lightgbm | 4.7.0 |
| DragonFly | misc/py-lightgbm | 4.4.0 |
Install
Binary package:
pkg install py312-lightgbmFrom the ports tree:
cd /usr/ports/misc/py-lightgbm/ && make install cleanTo depend on this port in another port's Makefile:
RUN_DEPENDS= py312-lightgbm>0:misc/py-lightgbmPackages
The version each package repository carries. “-” means the repository builds no package of it, “n/a” that there is no such repository.
| Repository | aarch64 | amd64 | armv6 | armv7 | i386 |
|---|---|---|---|---|---|
| FreeBSD:14:latest | - | 4.7.0 | - | - | - |
| FreeBSD:14:quarterly | - | 4.7.0 | n/a | - | - |
| FreeBSD:15:latest | - | 4.7.0 | n/a | - | - |
| FreeBSD:15:quarterly | - | 4.7.0 | n/a | n/a | n/a |
| FreeBSD:16:latest | - | 4.7.0 | n/a | n/a | n/a |
| FreeBSD:16:quarterly | n/a | n/a | n/a | n/a | n/a |
Dependencies
As this port's Makefile names them.
Build 7
cmake: devel/cmake-coregmake: devel/gmake${PYTHON_PKGNAMEPREFIX}narwhals>=1.15: math/py-narwhals${PYTHON_PKGNAMEPREFIX}numpy>=1.21.3: math/py-numpy${PYTHON_PKGNAMEPREFIX}scipy>0: science/py-scipy${PYTHON_PKGNAMEPREFIX}scikit-learn>=1.0.2: science/py-scikit-learn${PYTHON_PKGNAMEPREFIX}scikit-build-core>=0.11.0: devel/py-scikit-build-core
Runtime 4
${PYTHON_PKGNAMEPREFIX}narwhals>=1.15: math/py-narwhals${PYTHON_PKGNAMEPREFIX}numpy>=1.21.3: math/py-numpy${PYTHON_PKGNAMEPREFIX}scipy>0: science/py-scipy${PYTHON_PKGNAMEPREFIX}scikit-learn>=1.0.2: science/py-scikit-learn
The full lists below include those, and their dependencies in turn.
Build dependencies 41
- archivers/liblz4
- archivers/zstd
- devel/binutils
- devel/cmake-core
- devel/gettext-runtime
- devel/gmake
- devel/jsoncpp
- devel/libffi
- devel/libunistring
- devel/libuv
- devel/py-build
- devel/py-cloudpickle
- devel/py-installer
- devel/py-joblib
- devel/py-packaging
- devel/py-pathspec
- devel/py-pyproject-hooks
- devel/py-scikit-build-core
- devel/py-threadpoolctl
- devel/readline
- dns/libidn2
- lang/gcc14
- lang/python312
- lang/python315
- math/blas
- math/eigen3
- math/gmp
- math/lapack
- math/mpc
- math/mpdecimal
- math/mpfr
- math/openblas
- math/py-narwhals
- math/py-numpy
- math/qhull
- ports-mgmt/pkg
- print/indexinfo
- science/py-scikit-learn
- science/py-scipy
- security/rhash
- textproc/expat2
Run dependencies 23
- archivers/liblz4
- archivers/zstd
- devel/binutils
- devel/gettext-runtime
- devel/libffi
- devel/py-cloudpickle
- devel/py-joblib
- devel/py-threadpoolctl
- devel/readline
- lang/gcc14
- lang/python312
- math/gmp
- math/mpc
- math/mpdecimal
- math/mpfr
- math/openblas
- math/py-narwhals
- math/py-numpy
- math/qhull
- print/indexinfo
- science/py-scikit-learn
- science/py-scipy
- textproc/expat2
No port depends on this one.
Configuration
No options to configure.
- USES
- eigen:3 python
- Service scripts
- none
Files
distinfo 1
| File | Size | SHA256 |
|---|---|---|
| lightgbm-4.7.0.tar.gz | 1.792896e+06 | f8e20f682c9aabd000bcf4a7ed8aa6f473c1adfecccae34ec24e823d156f4af0 |
Master sites 1
- PYPI