BSD Portsmisc/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
- Package size
- 1647.8 KiB, 11645.4 KiB installed
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/lightgbm | 4.7.0 |
| DragonFly | misc/lightgbm | 4.5.0 |
Install
Binary package:
pkg install lightgbmFrom the ports tree:
cd /usr/ports/misc/lightgbm/ && make install cleanTo depend on this port in another port's Makefile:
RUN_DEPENDS= lightgbm>0:misc/lightgbm
LIB_DEPENDS= lib_lightgbm.so:misc/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 | 4.7.0 | - | 4.5.0 | 4.7.0 |
| FreeBSD:14:quarterly | 4.7.0 | 4.7.0 | n/a | 4.5.0 | 4.7.0 |
| FreeBSD:15:latest | 4.7.0 | 4.7.0 | n/a | 4.5.0 | 4.5.0 |
| FreeBSD:15:quarterly | 4.7.0 | 4.7.0 | n/a | n/a | n/a |
| FreeBSD:16:latest | 4.7.0 | 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.
Test 1
googletest>0: devel/googletest
The full lists below include those, and their dependencies in turn.
Build dependencies 25
- archivers/liblz4
- archivers/zstd
- devel/binutils
- devel/cmake-core
- devel/gettext-runtime
- devel/jsoncpp
- devel/libffi
- devel/libunistring
- devel/libuv
- devel/ninja
- devel/readline
- dns/libidn2
- lang/gcc14
- lang/python312
- math/blas
- math/eigen3
- math/gmp
- math/lapack
- math/mpc
- math/mpdecimal
- math/mpfr
- ports-mgmt/pkg
- print/indexinfo
- security/rhash
- textproc/expat2
No port depends on this one.
Configuration
No options to configure.
- USES
- cmake:testing compiler:c++11-lang eigen:3
- Service scripts
- none
Files
pkg-plist 64
- bin/lightgbm
- include/LightGBM/application.h
- include/LightGBM/arrow.h
- include/LightGBM/bin.h
- include/LightGBM/boosting.h
- include/LightGBM/c_api.h
- include/LightGBM/config.h
- include/LightGBM/cuda/cuda_algorithms.hpp
- include/LightGBM/cuda/cuda_column_data.hpp
- include/LightGBM/cuda/cuda_metadata.hpp
- include/LightGBM/cuda/cuda_metric.hpp
- include/LightGBM/cuda/cuda_nccl_topology.hpp
- include/LightGBM/cuda/cuda_objective_function.hpp
- include/LightGBM/cuda/cuda_random.hpp
- include/LightGBM/cuda/cuda_rocm_interop.h
- include/LightGBM/cuda/cuda_row_data.hpp
- include/LightGBM/cuda/cuda_split_info.hpp
- include/LightGBM/cuda/cuda_tree.hpp
- include/LightGBM/cuda/cuda_utils.hu
- include/LightGBM/cuda/vector_cudahost.h
- include/LightGBM/dataset.h
- include/LightGBM/dataset_loader.h
- include/LightGBM/export.h
- include/LightGBM/feature_group.h
- include/LightGBM/meta.h
- include/LightGBM/metric.h
- include/LightGBM/network.h
- include/LightGBM/objective_function.h
- include/LightGBM/prediction_early_stop.h
- include/LightGBM/sample_strategy.h
- include/LightGBM/train_share_states.h
- include/LightGBM/tree.h
- include/LightGBM/tree_learner.h
- include/LightGBM/utils/array_args.h
- include/LightGBM/utils/binary_writer.h
- include/LightGBM/utils/byte_buffer.h
- include/LightGBM/utils/chunked_array.hpp
- include/LightGBM/utils/common.h
- include/LightGBM/utils/fast_double_parser.h
- include/LightGBM/utils/file_io.h
- include/LightGBM/utils/fmt/args.h
- include/LightGBM/utils/fmt/chrono.h
- include/LightGBM/utils/fmt/color.h
- include/LightGBM/utils/fmt/compile.h
- include/LightGBM/utils/fmt/core.h
- include/LightGBM/utils/fmt/format-inl.h
- include/LightGBM/utils/fmt/format.h
- include/LightGBM/utils/fmt/os.h
- include/LightGBM/utils/fmt/ostream.h
- include/LightGBM/utils/fmt/printf.h
- include/LightGBM/utils/fmt/ranges.h
- include/LightGBM/utils/fmt/std.h
- include/LightGBM/utils/fmt/xchar.h
- include/LightGBM/utils/json11.h
- include/LightGBM/utils/log.h
- include/LightGBM/utils/openmp_wrapper.h
- include/LightGBM/utils/pipeline_reader.h
- include/LightGBM/utils/random.h
- include/LightGBM/utils/text_reader.h
- include/LightGBM/utils/threading.h
- include/LightGBM/utils/yamc/alternate_shared_mutex.hpp
- include/LightGBM/utils/yamc/yamc_rwlock_sched.hpp
- include/LightGBM/utils/yamc/yamc_shared_lock.hpp
- lib/lib_lightgbm.so
distinfo 5
| File | Size | SHA256 |
|---|---|---|
| microsoft-LightGBM-v4.7.0_GH0.tar.gz | 6.347677e+06 | 2463b653b456cb3c9816dd014105d05917e38432f360f9e9739b5446fac9021d |
| apache-arrow-nanoarrow-a579fbf_GH0.tar.gz | 1.094902e+06 | 03f8ddfe1944add390925df3df541d75c2137e076a753906ca1b0ad5d060eafd |
| boostorg-compute-36350b7_GH0.tar.gz | 377110 | b82330296614fe9222bcdee60c5f71362d6fc16f17b0fb6fb5901b6531d1df90 |
| fmtlib-fmt-f5e5435_GH0.tar.gz | 851490 | 3e404dff177edebada2af98ffc9bd3efa0aae6fc69fa2a7750afb137f565040d |
| lemire-fast_double_parser-efec035_GH0.tar.gz | 636097 | e08a708ca5b68f83a7148c951e863412fd353e430747013f8b0a4eb19ff9a8ee |