macOS
Homebrewverified · 100%
brew install mlpacklocal Homebrew formula metadata
MacPortsverified · 94%
sudo port install mlpackMacPorts ports tree · math/mlpack/Portfile · source: api.github.com
安装
使用 Automic Vault 安装
Automic Vault
sudo av install brew:mlpackLinux
Debian aptverified · 92%
sudo apt install libmlpack-devDebian stable package indexes · libmlpack-dev · source: deb.debian.org
Fedora dnfverified · 92%
sudo dnf install mlpack-binFedora Rawhide package metadata · mlpack-bin · source: dl.fedoraproject.org
软件包管理器来源
平台说明
- 没有特定于此软件包的平台说明。
概览
软件包摘要
Scalable C++ machine learning library
主页
命令和别名
- mlpack_adaboost
- mlpack_approx_kfn
- mlpack_bayesian_linear_regression
- mlpack_cf
- mlpack_dbscan
- mlpack_decision_tree
- mlpack_det
- mlpack_emst
- mlpack_fastmks
- mlpack_gmm_generate
- mlpack_gmm_probability
- mlpack_gmm_train
- mlpack_hmm_generate
- mlpack_hmm_loglik
- mlpack_hmm_train
- mlpack_hmm_viterbi
- mlpack_hoeffding_tree
- mlpack_image_converter
- mlpack_kde
- mlpack_kernel_pca
- mlpack_kfn
- mlpack_kmeans
- mlpack_knn
- mlpack_krann
- mlpack_lars
- mlpack_linear_regression
- mlpack_linear_svm
- mlpack_lmnn
- mlpack_local_coordinate_coding
- mlpack_logistic_regression
- mlpack_lsh
- mlpack_mean_shift
安全态势
风险级别：blue
broad file, network, media, or database tool signal.
Risk classifier
blue risk · medium confidence · tool
Why
- broad file, network, media, or database tool signal
Signals
- text:image
Install behavior
- No Homebrew post-install hook is recorded in formula metadata.
- Homebrew bottle metadata is available for 6 platform targets.
- Installs with 3 runtime dependencies.
- Build metadata lists 2 build dependencies.
建议审查
在无人值守的代理使用前，请检查该工具是否读取明文凭据、写入远程状态、发布制品或调用插件。
可执行文件
已安装的可执行文件
| 命令 | 类型 | 暴露范围 | 备注 |
|---|---|---|---|
mlpack_adaboost | cli | global executable | |
mlpack_approx_kfn | cli | global executable | |
mlpack_bayesian_linear_regression | cli | global executable | |
mlpack_cf | cli | global executable | |
mlpack_dbscan | cli | global executable | |
mlpack_decision_tree | cli | global executable | |
mlpack_det | cli | global executable | |
mlpack_emst | cli | global executable | |
mlpack_fastmks | cli | global executable | |
mlpack_gmm_generate | cli | global executable | |
mlpack_gmm_probability | cli | global executable | |
mlpack_gmm_train | cli | global executable | |
mlpack_hmm_generate | cli | global executable | |
mlpack_hmm_loglik | cli | global executable | |
mlpack_hmm_train | cli | global executable | |
mlpack_hmm_viterbi | cli | global executable | |
mlpack_hoeffding_tree | cli | global executable | |
mlpack_image_converter | cli | global executable | |
mlpack_kde | cli | global executable | |
mlpack_kernel_pca | cli | global executable | |
mlpack_kfn | cli | global executable | |
mlpack_kmeans | cli | global executable | |
mlpack_knn | cli | global executable | |
mlpack_krann | cli | global executable | |
mlpack_lars | cli | global executable | |
mlpack_linear_regression | cli | global executable | |
mlpack_linear_svm | cli | global executable | |
mlpack_lmnn | cli | global executable | |
mlpack_local_coordinate_coding | cli | global executable | |
mlpack_logistic_regression | cli | global executable | |
mlpack_lsh | cli | global executable | |
mlpack_mean_shift | cli | global executable | |
mlpack_nbc | cli | global executable | |
mlpack_nca | cli | global executable | |
mlpack_nmf | cli | global executable | |
mlpack_pca | cli | global executable | |
mlpack_perceptron | cli | global executable | |
mlpack_preprocess_binarize | cli | global executable | |
mlpack_preprocess_describe | cli | global executable | |
mlpack_preprocess_imputer | cli | global executable | |
mlpack_preprocess_one_hot_encoding | cli | global executable | |
mlpack_preprocess_scale | cli | global executable | |
mlpack_preprocess_split | cli | global executable | |
mlpack_radical | cli | global executable | |
mlpack_random_forest | cli | global executable | |
mlpack_range_search | cli | global executable | |
mlpack_softmax_regression | cli | global executable | |
mlpack_sparse_coding | cli | global executable |
新鲜度
版本和新鲜度
这些信号区分页生成时间、软件包管理器活动和上游发布比较。只有存在证据 URL 和可比较版本时，才会提示版本落后。
页面生成时间2026-06-10
管理器版本4.8.0
管理器更新时间2026-06-10
本地数据ok
上游not checked
检测到的最新版本not detected
- infoRelease/tag comparison is only available for GitHub repositories.https://www.mlpack.orgnone confidence
安装元数据
软件包元数据
| Package key | brew:mlpack |
|---|---|
| Version | 4.8.0 |
| Package manager | Homebrew |
| Package manager page | https://formulae.brew.sh/formula/mlpack |
| Homepage | https://www.mlpack.org |
| Repository | https://github.com/mlpack/mlpack |
| Upstream docs | https://www.mlpack.org/doc |
| License | BSD-3-Clause AND MPL-2.0 AND BSL-1.0 AND MIT |
| Source archive | https://mlpack.org/files/mlpack-4.8.0.tar.gz |
| Last updated | 2026-06-10T00:20:46Z |
| Pulse | updated |
| Dependencies | armadillo, cereal, ensmallen |
| Build dependencies | cmake, pkgconf |
| Bottle | available (arm64_linux, arm64_sequoia, arm64_sonoma, arm64_tahoe, sonoma, x86_64_linux) |
| Homebrew post-install | not defined |
| Service | none declared |
registry facts
Source database details
| Source Database | Homebrew formula API |
|---|---|
| Tap | homebrew/core |
| Full Name | mlpack |
| Version Scheme | 0 |
| Revision | 0 |
| Head Version | HEAD |
| Bottle Stable Root URL | https://ghcr.io/v2/homebrew/core |
| Deprecated | no |
| Disabled | no |
| Keg Only | no |
| URL Keys |
|
source database matches
Other package-manager records
Matches are pulled from external package-manager indexes and kept separate from local Automic Vault package links.
Debian apt95%
libmlpack-dev 4.6.0-1
intuitive, fast, scalable C++ machine learning library (development libs)
sudo apt install libmlpack-dev- Section: libdevel
- Architecture: amd64
- Source Package: mlpack
- 4 dependencies
- 2 optional deps
- normalized package name match
- Matched by: Mlpack
Debian apt95%
mlpack-bin 4.6.0-1
intuitive, fast, scalable C++ machine learning library (binaries)
sudo apt install mlpack-bin- Section: science
- Architecture: amd64
- Source Package: mlpack
- 5 dependencies
- normalized package name match
- Matched by: Mlpack
Debian apt95%
mlpack-doc 4.6.0-1
intuitive, fast, scalable C++ machine learning library (documentation)
sudo apt install mlpack-doc- Section: doc
- Architecture: all
- Source Package: mlpack
- 1 dependencies
- normalized package name match
- Matched by: Mlpack
Debian apt95%
python3-mlpack 4.6.0-1
intuitive, fast, scalable C++ machine learning library (Python bindings)
sudo apt install python3-mlpack- Section: python
- Architecture: amd64
- Source Package: mlpack
- 10 dependencies
- normalized package name match
- Matched by: Mlpack
Ubuntu apt95%
libmlpack-dev 4.3.0-2build1
intuitive, fast, scalable C++ machine learning library (development libs)
sudo apt install libmlpack-dev- Section: universe/libdevel
- Architecture: amd64
- Source Package: mlpack
- 6 dependencies
- 1 optional deps
- normalized package name match
- Matched by: Mlpack
Ubuntu apt95%
mlpack-bin 4.3.0-2build1
intuitive, fast, scalable C++ machine learning library (binaries)
sudo apt install mlpack-bin- Section: universe/science
- Architecture: amd64
- Source Package: mlpack
- 7 dependencies
- normalized package name match
- Matched by: Mlpack
Ubuntu apt95%
mlpack-doc 4.3.0-2build1
intuitive, fast, scalable C++ machine learning library (documentation)
sudo apt install mlpack-doc- Section: universe/doc
- Architecture: all
- Source Package: mlpack
- 2 dependencies
- normalized package name match
- Matched by: Mlpack
Ubuntu apt95%
python3-mlpack 4.3.0-2build1
intuitive, fast, scalable C++ machine learning library (Python bindings)
sudo apt install python3-mlpack- Section: universe/python
- Architecture: amd64
- Source Package: mlpack
- 9 dependencies
- normalized package name match
- Matched by: Mlpack
dnf95%
mlpack-bin 4.7.0-2.fc45
Command-line executables for mlpack (machine learning library)
sudo dnf install mlpack-bin- License: BSD-3-Clause AND Apache-2.0 AND (MIT OR Unlicense)
- Category: Unspecified
- Architecture: x86_64
- Source Package: mlpack
- 9 dependencies
- 1 provides
- normalized package name match
- Matched by: Mlpack
dnf95%
mlpack-devel 4.7.0-2.fc45
Development headers for mlpack (C++ machine learning library)
sudo dnf install mlpack-devel- License: BSD-3-Clause AND Apache-2.0 AND (MIT OR Unlicense)
- Category: Unspecified
- Architecture: x86_64
- Source Package: mlpack
- 9 dependencies
- 3 provides
- normalized package name match
- Matched by: Mlpack
dnf95%
mlpack-licenses 4.7.0-2.fc45
Licenses and information files for mlpack (machine learning library)
sudo dnf install mlpack-licenses- License: BSD-3-Clause AND Apache-2.0 AND (MIT OR Unlicense)
- Category: Unspecified
- Architecture: x86_64
- Source Package: mlpack
- 1 provides
- normalized package name match
- Matched by: Mlpack
dnf95%
mlpack-python3 4.7.0-2.fc45
Python 3 bindings for mlpack (C++ machine learning library)
sudo dnf install mlpack-python3- License: BSD-3-Clause AND Apache-2.0 AND (MIT OR Unlicense)
- Category: Unspecified
- Architecture: x86_64
- Source Package: mlpack
- 14 dependencies
- 3 provides
- normalized package name match
- Matched by: Mlpack
MacPorts95%
mlpack
sudo port install mlpack- normalized package name match
- Matched by: Mlpack
来源线索
由仓库数据生成
此页面由 av-web 从 scripts/generate-pkg-sqlite.py 生成的私有软件包 SQLite 工件提供。
使用的来源
- Geiger risk classifier
- Nucleus package database
- av.db category and tag curation
- cross-ecosystem install command graph
- external package-manager database matches
- package relationship graph
- package version freshness
- package-page enrichment