BSD Portsmath/mlpack 4.8.0_1 FreeBSD
Fast, flexible machine learning library
- System
- FreeBSD
- Repository
- FreeBSD ports
- Maintainer
- [email protected]
- Last update
- Commit
213840c151- License
- BSD3CLAUSE
- Categories
- math
- Package size
- 8772.2 KiB, 76402.7 KiB installed
Description
mlpack is a fast, flexible machine learning library, written in C++, that aims to provide fast, extensible implementations of cutting-edge machine learning algorithms. mlpack provides these algorithms as simple command-line programs, Python bindings, and C++ classes which can then be integrated into larger-scale machine learning solutions.
In the other systems
| System | Port | Version |
|---|---|---|
| FreeBSD | math/mlpack | 4.8.0_1 |
| OpenBSD | math/mlpack | 3.4.2p1 |
| DragonFly | math/mlpack | 4.5.1 |
Install
Binary package:
pkg install mlpackFrom the ports tree:
cd /usr/ports/math/mlpack/ && make install cleanTo depend on this port in another port's Makefile:
RUN_DEPENDS= mlpack>0:math/mlpackPackages
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 | 4.8.0_1 | 4.8.0_1 | - | 4.5.1 | - |
| FreeBSD:14:quarterly | 4.8.0_1 | 4.8.0_1 | n/a | 4.5.1 | - |
| FreeBSD:15:latest | 4.8.0_1 | 4.8.0_1 | n/a | - | - |
| FreeBSD:15:quarterly | 4.8.0_1 | 4.8.0_1 | n/a | n/a | n/a |
| FreeBSD:16:latest | 4.8.0_1 | 4.8.0_1 | 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 4
armadillo>0: math/armadillocereal>0: devel/cerealensmallen>0: math/ensmallen${LOCALBASE}/include/stb/stb_image.h: devel/stb
Runtime 4
armadillo>0: math/armadillocereal>0: devel/cerealensmallen>0: math/ensmallen${LOCALBASE}/include/stb/stb_image.h: devel/stb
The full lists below include those, and their dependencies in turn.
Build dependencies 45
- archivers/liblz4
- archivers/zstd
- devel/binutils
- devel/boost-libs
- devel/cereal
- devel/cmake-core
- devel/gettext-runtime
- devel/hwloc2
- devel/icu
- devel/jsoncpp
- devel/level-zero
- devel/libevent
- devel/libffi
- devel/libltdl
- devel/libpciaccess
- devel/libunistring
- devel/libuv
- devel/ninja
- devel/pkgconf
- devel/readline
- devel/stb
- dns/libidn2
- lang/gcc14
- lang/python312
- math/armadillo
- math/arpack-ng
- math/blas
- math/ensmallen
- math/gmp
- math/lapack
- math/mpc
- math/mpdecimal
- math/mpfr
- math/openblas
- math/superlu
- misc/hwdata
- net/openmpi4
- ports-mgmt/pkg
- print/indexinfo
- security/libgcrypt
- security/libgpg-error
- security/munge
- security/rhash
- textproc/expat2
- textproc/libxml2
Run dependencies 32
- archivers/liblz4
- archivers/zstd
- devel/binutils
- devel/boost-libs
- devel/cereal
- devel/gettext-runtime
- devel/hwloc2
- devel/icu
- devel/level-zero
- devel/libevent
- devel/libltdl
- devel/libpciaccess
- devel/readline
- devel/stb
- lang/gcc14
- math/armadillo
- math/arpack-ng
- math/blas
- math/ensmallen
- math/gmp
- math/lapack
- math/mpc
- math/mpfr
- math/openblas
- math/superlu
- misc/hwdata
- net/openmpi4
- print/indexinfo
- security/libgcrypt
- security/libgpg-error
- security/munge
- textproc/libxml2
No port depends on this one.
Configuration
Options name: math_mlpack
| Option | Default | Description |
|---|---|---|
| EXECUTABLES | on | Build command-line executables |
- USES
- cmake:testing compiler:c++17-lang pkgconfig
- Service scripts
- none
Files
pkg-plist 1197
- bin/mlpack_adaboost
- bin/mlpack_approx_kfn
- bin/mlpack_bayesian_linear_regression
- bin/mlpack_cf
- bin/mlpack_dbscan
- bin/mlpack_decision_tree
- bin/mlpack_det
- bin/mlpack_emst
- bin/mlpack_fastmks
- bin/mlpack_gmm_generate
- bin/mlpack_gmm_probability
- bin/mlpack_gmm_train
- bin/mlpack_hmm_generate
- bin/mlpack_hmm_loglik
- bin/mlpack_hmm_train
- bin/mlpack_hmm_viterbi
- bin/mlpack_hoeffding_tree
- bin/mlpack_image_converter
- bin/mlpack_kde
- bin/mlpack_kernel_pca
- bin/mlpack_kfn
- bin/mlpack_kmeans
- bin/mlpack_knn
- bin/mlpack_krann
- bin/mlpack_lars
- bin/mlpack_linear_regression
- bin/mlpack_linear_svm
- bin/mlpack_lmnn
- bin/mlpack_local_coordinate_coding
- bin/mlpack_logistic_regression
- bin/mlpack_lsh
- bin/mlpack_mean_shift
- bin/mlpack_nbc
- bin/mlpack_nca
- bin/mlpack_nmf
- bin/mlpack_pca
- bin/mlpack_perceptron
- bin/mlpack_preprocess_binarize
- bin/mlpack_preprocess_describe
- bin/mlpack_preprocess_imputer
- bin/mlpack_preprocess_one_hot_encoding
- bin/mlpack_preprocess_scale
- bin/mlpack_preprocess_split
- bin/mlpack_radical
- bin/mlpack_random_forest
- bin/mlpack_range_search
- bin/mlpack_softmax_regression
- bin/mlpack_sparse_coding
- include/mlpack.hpp
- include/mlpack/base.hpp
- include/mlpack/config.hpp
- include/mlpack/core.hpp
- include/mlpack/core/arma_extend/find_nan.hpp
- include/mlpack/core/arma_extend/serialize_armadillo.hpp
- include/mlpack/core/audio/audio.hpp
- include/mlpack/core/audio/bundled/dr_mp3.h
- include/mlpack/core/audio/bundled/dr_wav.h
- include/mlpack/core/cereal/array_wrapper.hpp
- include/mlpack/core/cereal/is_loading.hpp
- include/mlpack/core/cereal/is_saving.hpp
- include/mlpack/core/cereal/low_precision.hpp
- include/mlpack/core/cereal/pair_associative_container.hpp
- include/mlpack/core/cereal/pointer_vector_wrapper.hpp
- include/mlpack/core/cereal/pointer_wrapper.hpp
- include/mlpack/core/cereal/template_class_version.hpp
- include/mlpack/core/cereal/unordered_map.hpp
- include/mlpack/core/cv/cv.hpp
- include/mlpack/core/cv/cv_base.hpp
- include/mlpack/core/cv/cv_base_impl.hpp
- include/mlpack/core/cv/k_fold_cv.hpp
- include/mlpack/core/cv/k_fold_cv_impl.hpp
- include/mlpack/core/cv/meta_info_extractor.hpp
- include/mlpack/core/cv/metrics/accuracy.hpp
- include/mlpack/core/cv/metrics/accuracy_impl.hpp
- include/mlpack/core/cv/metrics/average_strategy.hpp
- include/mlpack/core/cv/metrics/f1.hpp
- include/mlpack/core/cv/metrics/f1_impl.hpp
- include/mlpack/core/cv/metrics/facilities.hpp
- include/mlpack/core/cv/metrics/metrics.hpp
- include/mlpack/core/cv/metrics/mse.hpp
- include/mlpack/core/cv/metrics/mse_impl.hpp
- include/mlpack/core/cv/metrics/precision.hpp
- include/mlpack/core/cv/metrics/precision_impl.hpp
- include/mlpack/core/cv/metrics/r2_score.hpp
- include/mlpack/core/cv/metrics/r2_score_impl.hpp
- include/mlpack/core/cv/metrics/recall.hpp
- include/mlpack/core/cv/metrics/recall_impl.hpp
- include/mlpack/core/cv/metrics/roc_auc_score.hpp
- include/mlpack/core/cv/metrics/roc_auc_score_impl.hpp
- include/mlpack/core/cv/metrics/silhouette_score.hpp
- include/mlpack/core/cv/metrics/silhouette_score_impl.hpp
- include/mlpack/core/cv/simple_cv.hpp
- include/mlpack/core/cv/simple_cv_impl.hpp
- include/mlpack/core/data/audio_options.hpp
- include/mlpack/core/data/binarize.hpp
- include/mlpack/core/data/check_categorical_param.hpp
- include/mlpack/core/data/combine_options.hpp
- include/mlpack/core/data/confusion_matrix.hpp
- include/mlpack/core/data/confusion_matrix_impl.hpp
- include/mlpack/core/data/data.hpp
The first 100 are listed.
distinfo 1
| File | Size | SHA256 |
|---|---|---|
| mlpack-4.8.0.tar.gz | 1.0458915e+07 | 0ab06e5c506c7ed5f072faa4c04477c65624e4a1ff62eee8c0d996ef850ec51c |
Master sites 1
- https://mlpack.org/files/