| Port details |
- py-lightgbm Gradient boosting framework that uses tree based learning algorithms
- 4.6.0_2 misc
 =0      4.4.0Version of this port present on the latest quarterly branch. - Maintainer: yuri@FreeBSD.org
- Port Added: 2023-01-12 07:24:12
- Last Update: 2026-05-05 19:29:37
- Commit Hash: 2bf3834
- License: MIT
- WWW:
- https://lightgbm.readthedocs.io/en/latest/
- 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.
  ¦  ¦  ¦  ¦ 
- Manual pages:
- FreshPorts has no man page information for this port.
- pkg-plist: as obtained via:
make generate-plist - There is no configure plist information for this port.
- USE_RC_SUBR (Service Scripts)
- no SUBR information found for this port
- Dependency lines:
-
- ${PYTHON_PKGNAMEPREFIX}lightgbm>0:misc/py-lightgbm@${PY_FLAVOR}
- To install the port:
- cd /usr/ports/misc/py-lightgbm/ && make install clean
- To add the package, run one of these commands:
- pkg install misc/py-lightgbm
- pkg install py311-lightgbm
NOTE: If this package has multiple flavors (see below), then use one of them instead of the name specified above.
NOTE: This is a Python port. Instead of py311-lightgbm listed in the above command, you can pick from the names under the Packages section.- PKGNAME: py311-lightgbm
- Package flavors (<flavor>: <package>)
- NOT_FOR_ARCHS: armv6 armv7 i386
- distinfo:
- TIMESTAMP = 1775036154
SHA256 (lightgbm-4.6.0.tar.gz) = cb1c59720eb569389c0ba74d14f52351b573af489f230032a1c9f314f8bab7fe
SIZE (lightgbm-4.6.0.tar.gz) = 1703705
Packages (timestamps in pop-ups are UTC):
- Dependencies
- NOTE: FreshPorts displays only information on required and default dependencies. Optional dependencies are not covered.
- Build dependencies:
-
- cmake : devel/cmake-core
- gmake : devel/gmake
- py311-numpy>=1.16 : math/py-numpy@py311
- py311-scipy>0 : science/py-scipy@py311
- py311-scikit-learn>=0.22.0 : science/py-scikit-learn@py311
- py311-pyproject-metadata>0 : devel/py-pyproject-metadata@py311
- py311-scikit-build-core>0 : devel/py-scikit-build-core@py311
- py311-wheel>0 : devel/py-wheel@py311
- eigen3.pc : math/eigen3
- python3.11 : lang/python311
- py311-build>=0 : devel/py-build@py311
- py311-installer>=0 : devel/py-installer@py311
- Test dependencies:
-
- python3.11 : lang/python311
- Runtime dependencies:
-
- py311-numpy>=1.16 : math/py-numpy@py311
- py311-scipy>0 : science/py-scipy@py311
- py311-scikit-learn>=0.22.0 : science/py-scikit-learn@py311
- python3.11 : lang/python311
- There are no ports dependent upon this port
Configuration Options:- No options to configure
- Options name:
- misc_py-lightgbm
- USES:
- eigen:3 python
- FreshPorts was unable to extract/find any pkg message
- Master Sites:
|
| Commit History - (may be incomplete: for full details, see links to repositories near top of page) |
| Commit | Credits | Log message |
|---|
4.6.0_2
05 May 2026 19:29:37
 |
Max Brazhnikov (makc) |
*/*: bump PORTREVISION after switching to NumPy 2.x |
4.6.0_1
05 May 2026 19:29:37
 |
Max Brazhnikov (makc) |
*/*: Switch to NumPy 2.x
PR: 294328
Exp-run: antoine |
4.6.0_1
03 Apr 2026 20:52:43
|
Charlie Li (vishwin) |
python.mk: retire ${PYNUMPY}
With both math/py-numpy (2) and math/py-numpy1, the variable stopped
making sense. Also remove the upper version bound. |
4.6.0_1
03 Apr 2026 20:01:01
|
Charlie Li (vishwin) |
math/py-numpy1: bump more RUN_DEPENDS consumers
These specify numpy indirectly using a different variable.
PR: 281470 |
4.6.0
01 Apr 2026 19:59:51
|
Yuri Victorovich (yuri) |
misc/py-lightgbm: update 4.4.0 → 4.6.0 |
4.4.0
16 Jun 2024 16:56:32
|
Yuri Victorovich (yuri) |
misc/{,py-}lightgbm: update 4.2.0 → 4.4.0
Reported by: portscout |
4.2.0
10 May 2024 16:19:48
|
Piotr Kubaj (pkubaj) |
misc/py-lightgbm: fix build on powerpc64*
/wrkdirs/usr/ports/misc/py-lightgbm/work-py39/lightgbm-4.2.0/external_libs/eigen/Eigen/src/Core/arch/AltiVec/PacketMath.h:1345:32:
error: use of undeclared identifier 'vec_sqrt'; did you mean 'vec_rsqrt'? |
4.2.0
22 Dec 2023 08:05:38
|
Yuri Victorovich (yuri) |
misc/{,py-}lightgbm: update 3.3.5 → 4.2.0
Reported by: portscout |
3.3.5_1
11 Jul 2023 18:57:32
|
Yuri Victorovich (yuri) |
misc/py-lightgbm: Not for 32-bit systems
Reported by: fallout |
3.3.5_1
23 Apr 2023 09:09:58
|
Gerald Pfeifer (gerald) |
*: Bump PORTREVISIONs for math/mpc update to 1.3.1 |
3.3.5
25 Jan 2023 06:36:56
|
Yuri Victorovich (yuri) |
misc/{,py-}lightgbm: Update 3.3.4 → 3.3.5
Reported by: portscout |
3.3.4
12 Jan 2023 07:21:29
|
Yuri Victorovich (yuri) |
misc/py-lightgbm: New port: Gradient boosting framework that uses tree based
learning algorithms |
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