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Port details
lightgbm Gradient boosting framework that uses tree based learning algorithms
4.7.0 misc on this many watch lists=0 search for ports that depend on this port Find issues related to this port Report an issue related to this port View this port on Repology. pkg-fallout 4.6.0Version of this port present on the latest quarterly branch.
Maintainer: yuri@FreeBSD.org search for ports maintained by this maintainer
Port Added: 2023-01-12 07:24:07
Last Update: 2026-07-26 18:43:03
Commit Hash: a2fa4f3
License: MIT
WWW:
https://lightgbm.readthedocs.io/en/latest/
https://github.com/lightgbm-org/LightGBM
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.
HomepageHomepage    cgit ¦ Codeberg ¦ GitHub ¦ GitLab ¦ SVNWeb - no subversion history for this port

Manual pages:
FreshPorts has no man page information for this port.
pkg-plist: as obtained via: make generate-plist
Expand this list (70 items)
Collapse this list.
  1. /usr/local/share/licenses/lightgbm-4.7.0/catalog.mk
  2. /usr/local/share/licenses/lightgbm-4.7.0/LICENSE
  3. /usr/local/share/licenses/lightgbm-4.7.0/MIT
  4. bin/lightgbm
  5. include/LightGBM/application.h
  6. include/LightGBM/arrow.h
  7. include/LightGBM/bin.h
  8. include/LightGBM/boosting.h
  9. include/LightGBM/c_api.h
  10. include/LightGBM/config.h
  11. include/LightGBM/cuda/cuda_algorithms.hpp
  12. include/LightGBM/cuda/cuda_column_data.hpp
  13. include/LightGBM/cuda/cuda_metadata.hpp
  14. include/LightGBM/cuda/cuda_metric.hpp
  15. include/LightGBM/cuda/cuda_nccl_topology.hpp
  16. include/LightGBM/cuda/cuda_objective_function.hpp
  17. include/LightGBM/cuda/cuda_random.hpp
  18. include/LightGBM/cuda/cuda_rocm_interop.h
  19. include/LightGBM/cuda/cuda_row_data.hpp
  20. include/LightGBM/cuda/cuda_split_info.hpp
  21. include/LightGBM/cuda/cuda_tree.hpp
  22. include/LightGBM/cuda/cuda_utils.hu
  23. include/LightGBM/cuda/vector_cudahost.h
  24. include/LightGBM/dataset.h
  25. include/LightGBM/dataset_loader.h
  26. include/LightGBM/export.h
  27. include/LightGBM/feature_group.h
  28. include/LightGBM/meta.h
  29. include/LightGBM/metric.h
  30. include/LightGBM/network.h
  31. include/LightGBM/objective_function.h
  32. include/LightGBM/prediction_early_stop.h
  33. include/LightGBM/sample_strategy.h
  34. include/LightGBM/train_share_states.h
  35. include/LightGBM/tree.h
  36. include/LightGBM/tree_learner.h
  37. include/LightGBM/utils/array_args.h
  38. include/LightGBM/utils/binary_writer.h
  39. include/LightGBM/utils/byte_buffer.h
  40. include/LightGBM/utils/chunked_array.hpp
  41. include/LightGBM/utils/common.h
  42. include/LightGBM/utils/fast_double_parser.h
  43. include/LightGBM/utils/file_io.h
  44. include/LightGBM/utils/fmt/args.h
  45. include/LightGBM/utils/fmt/chrono.h
  46. include/LightGBM/utils/fmt/color.h
  47. include/LightGBM/utils/fmt/compile.h
  48. include/LightGBM/utils/fmt/core.h
  49. include/LightGBM/utils/fmt/format-inl.h
  50. include/LightGBM/utils/fmt/format.h
  51. include/LightGBM/utils/fmt/os.h
  52. include/LightGBM/utils/fmt/ostream.h
  53. include/LightGBM/utils/fmt/printf.h
  54. include/LightGBM/utils/fmt/ranges.h
  55. include/LightGBM/utils/fmt/std.h
  56. include/LightGBM/utils/fmt/xchar.h
  57. include/LightGBM/utils/json11.h
  58. include/LightGBM/utils/log.h
  59. include/LightGBM/utils/openmp_wrapper.h
  60. include/LightGBM/utils/pipeline_reader.h
  61. include/LightGBM/utils/random.h
  62. include/LightGBM/utils/text_reader.h
  63. include/LightGBM/utils/threading.h
  64. include/LightGBM/utils/yamc/alternate_shared_mutex.hpp
  65. include/LightGBM/utils/yamc/yamc_rwlock_sched.hpp
  66. include/LightGBM/utils/yamc/yamc_shared_lock.hpp
  67. lib/lib_lightgbm.so
  68. @owner
  69. @group
  70. @mode
Collapse this list.
USE_RC_SUBR (Service Scripts)
  • no SUBR information found for this port
Dependency lines:
  • lightgbm>0:misc/lightgbm
To install the port:
cd /usr/ports/misc/lightgbm/ && make install clean
To add the package, run one of these commands:
  • pkg install misc/lightgbm
  • pkg install lightgbm
NOTE: If this package has multiple flavors (see below), then use one of them instead of the name specified above.
PKGNAME: lightgbm
Flavors: there is no flavor information for this port.
distinfo:
TIMESTAMP = 1785089357 SHA256 (microsoft-LightGBM-v4.7.0_GH0.tar.gz) = 2463b653b456cb3c9816dd014105d05917e38432f360f9e9739b5446fac9021d SIZE (microsoft-LightGBM-v4.7.0_GH0.tar.gz) = 6347677

Expand this list (8 items)

Collapse this list.

SHA256 (apache-arrow-nanoarrow-a579fbf_GH0.tar.gz) = 03f8ddfe1944add390925df3df541d75c2137e076a753906ca1b0ad5d060eafd SIZE (apache-arrow-nanoarrow-a579fbf_GH0.tar.gz) = 1094902 SHA256 (boostorg-compute-36350b7_GH0.tar.gz) = b82330296614fe9222bcdee60c5f71362d6fc16f17b0fb6fb5901b6531d1df90 SIZE (boostorg-compute-36350b7_GH0.tar.gz) = 377110 SHA256 (fmtlib-fmt-f5e5435_GH0.tar.gz) = 3e404dff177edebada2af98ffc9bd3efa0aae6fc69fa2a7750afb137f565040d SIZE (fmtlib-fmt-f5e5435_GH0.tar.gz) = 851490 SHA256 (lemire-fast_double_parser-efec035_GH0.tar.gz) = e08a708ca5b68f83a7148c951e863412fd353e430747013f8b0a4eb19ff9a8ee SIZE (lemire-fast_double_parser-efec035_GH0.tar.gz) = 636097

Collapse this list.

Packages (timestamps in pop-ups are UTC):
lightgbm
ABIaarch64amd64armv6armv7i386powerpcpowerpc64powerpc64le
FreeBSD:13:latest4.6.04.6.0-4.5.04.6.0n/an/an/a
FreeBSD:13:quarterly4.6.04.6.0-4.5.04.6.0n/an/an/a
FreeBSD:14:latest4.7.04.7.0-4.5.04.7.0---
FreeBSD:14:quarterly4.6.04.6.0-4.5.04.6.0-4.2.04.2.0
FreeBSD:15:latest4.7.04.7.0n/a4.5.0n/an/a4.2.04.2.0
FreeBSD:15:quarterly4.6.04.6.0n/a-n/an/a--
FreeBSD:16:latest4.7.04.7.0n/a-n/an/a--
Dependencies
NOTE: FreshPorts displays only information on required and default dependencies. Optional dependencies are not covered.
Build dependencies:
  1. cmake : devel/cmake-core
  2. ninja : devel/ninja
  3. eigen3.pc : math/eigen3
Test dependencies:
  1. googletest>0 : devel/googletest
There are no ports dependent upon this port
Configuration Options:
No options to configure
Options name:
misc_lightgbm
USES:
cmake:testing compiler:c++11-lang eigen:3
FreshPorts was unable to extract/find any pkg message
Master Sites:
Expand this list (1 items)
Collapse this list.
  1. https://codeload.github.com/microsoft/LightGBM/tar.gz/v4.7.0?dummy=/
Collapse this list.

Number of commits found: 11

Commit History - (may be incomplete: for full details, see links to repositories near top of page)
CommitCreditsLog message
4.7.0
26 Jul 2026 18:43:03
commit hash: a2fa4f391777fe7e1cb1cb0afa8beba3b6eaed4acommit hash: a2fa4f391777fe7e1cb1cb0afa8beba3b6eaed4acommit hash: a2fa4f391777fe7e1cb1cb0afa8beba3b6eaed4acommit hash: a2fa4f391777fe7e1cb1cb0afa8beba3b6eaed4a files touched by this commit		 Yuri Victorovich (yuri) search for other commits by this committer 
misc/{,py-}lightgbm: update 4.6.0 → 4.7.0
4.6.0
01 Apr 2026 19:59:50
commit hash: c60c08fc1bf30fd971ac1d81ee22dab62c48dc1ccommit hash: c60c08fc1bf30fd971ac1d81ee22dab62c48dc1ccommit hash: c60c08fc1bf30fd971ac1d81ee22dab62c48dc1ccommit hash: c60c08fc1bf30fd971ac1d81ee22dab62c48dc1c files touched by this commit		 Yuri Victorovich (yuri) search for other commits by this committer 
misc/lightgbm: update 4.5.0 → 4.6.0
4.5.0
26 Jul 2024 08:57:58
commit hash: 75f942e2b56ccd1e7984b7e973b46e9f81fa687bcommit hash: 75f942e2b56ccd1e7984b7e973b46e9f81fa687bcommit hash: 75f942e2b56ccd1e7984b7e973b46e9f81fa687bcommit hash: 75f942e2b56ccd1e7984b7e973b46e9f81fa687b files touched by this commit		 Yuri Victorovich (yuri) search for other commits by this committer 
misc/lightgbm: update 4.4.0 → 4.5.0

Reported by:	portscout
4.4.0
16 Jun 2024 16:56:32
commit hash: 36707274ea9237866afa351a59c0a8c61c14f6b0commit hash: 36707274ea9237866afa351a59c0a8c61c14f6b0commit hash: 36707274ea9237866afa351a59c0a8c61c14f6b0commit hash: 36707274ea9237866afa351a59c0a8c61c14f6b0 files touched by this commit		 Yuri Victorovich (yuri) search for other commits by this committer 
misc/{,py-}lightgbm: update 4.2.0 → 4.4.0

Reported by:	portscout
4.2.0
11 Feb 2024 11:48:59
commit hash: c1efc7b0236ba9b1097d9d1c261bb63f793e7057commit hash: c1efc7b0236ba9b1097d9d1c261bb63f793e7057commit hash: c1efc7b0236ba9b1097d9d1c261bb63f793e7057commit hash: c1efc7b0236ba9b1097d9d1c261bb63f793e7057 files touched by this commit		 Piotr Kubaj (pkubaj) search for other commits by this committer 
misc/lightgbm: fix build without libomp by disabling OpenMP there
4.2.0
22 Dec 2023 08:05:38
commit hash: edf1950bc91e9581d3e51781e21bd9db42c12abecommit hash: edf1950bc91e9581d3e51781e21bd9db42c12abecommit hash: edf1950bc91e9581d3e51781e21bd9db42c12abecommit hash: edf1950bc91e9581d3e51781e21bd9db42c12abe files touched by this commit		 Yuri Victorovich (yuri) search for other commits by this committer 
misc/{,py-}lightgbm: update 3.3.5 → 4.2.0

Reported by:	portscout
4.1.0
16 Sep 2023 18:26:03
commit hash: ad7b55d8bdea7a94d2a352a963f3c02662157d98commit hash: ad7b55d8bdea7a94d2a352a963f3c02662157d98commit hash: ad7b55d8bdea7a94d2a352a963f3c02662157d98commit hash: ad7b55d8bdea7a94d2a352a963f3c02662157d98 files touched by this commit		 Yuri Victorovich (yuri) search for other commits by this committer 
misc/lightgbm: update 4.0.0 → 4.1.0

Reported by:	portscout
4.0.0
14 Jul 2023 17:55:42
commit hash: 2d0e0db088e24cb825af6672f0305f98de294a74commit hash: 2d0e0db088e24cb825af6672f0305f98de294a74commit hash: 2d0e0db088e24cb825af6672f0305f98de294a74commit hash: 2d0e0db088e24cb825af6672f0305f98de294a74 files touched by this commit		 Yuri Victorovich (yuri) search for other commits by this committer 
misc/lightgbm: Update 3.3.5 → 4.0.0

Reported by:	portscout
3.3.5_1
23 Apr 2023 09:09:58
commit hash: 8d3e020ed032a8db00208994d0db646de7dc6f5bcommit hash: 8d3e020ed032a8db00208994d0db646de7dc6f5bcommit hash: 8d3e020ed032a8db00208994d0db646de7dc6f5bcommit hash: 8d3e020ed032a8db00208994d0db646de7dc6f5b files touched by this commit		 Gerald Pfeifer (gerald) search for other commits by this committer 
*: Bump PORTREVISIONs for math/mpc update to 1.3.1
3.3.5
25 Jan 2023 06:36:56
commit hash: 3c7d38f00c1c299c811e9faa671326b3a3e3b8decommit hash: 3c7d38f00c1c299c811e9faa671326b3a3e3b8decommit hash: 3c7d38f00c1c299c811e9faa671326b3a3e3b8decommit hash: 3c7d38f00c1c299c811e9faa671326b3a3e3b8de files touched by this commit		 Yuri Victorovich (yuri) search for other commits by this committer 
misc/{,py-}lightgbm: Update 3.3.4 → 3.3.5

Reported by:	portscout
3.3.4
12 Jan 2023 07:21:28
commit hash: f0937002c523c10b90f5528a5624c2ce78747028commit hash: f0937002c523c10b90f5528a5624c2ce78747028commit hash: f0937002c523c10b90f5528a5624c2ce78747028commit hash: f0937002c523c10b90f5528a5624c2ce78747028 files touched by this commit		 Yuri Victorovich (yuri) search for other commits by this committer 
misc/lightgbm: New port: Gradient boosting framework that uses tree based
learning algorithms

Number of commits found: 11
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