Automic VaultAutomic Vault

brew / 順位 5173

mlpack をインストール

mlpack のインストール経路、実行ファイル、メタデータ、AI エージェント向けセキュリティノートを確認します。

インストールコマンドセキュリティノート

インストール

Automic Vault でインストール

Automic Vault
AV をダウンロード
sudo av install brew:mlpack

macOS

Homebrewverified · 100%
brew install mlpack

local Homebrew formula metadata

MacPortsverified · 94%
sudo port install mlpack

MacPorts ports tree · math/mlpack/Portfile · source: api.github.com

Linux

Debian aptverified · 92%
sudo apt install libmlpack-dev

Debian stable package indexes · libmlpack-dev · source: deb.debian.org

Fedora dnfverified · 92%
sudo dnf install mlpack-bin

Fedora Rawhide package metadata · mlpack-bin · source: dl.fedoraproject.org

プラットフォームノート

  • パッケージ固有のプラットフォームノートはありません。

概要

パッケージ概要

Scalable C++ machine learning library

コマンドとエイリアス

  • 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

セキュリティ状態

リスクレベル: 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.

推奨レビュー

エージェントに無人実行させる前に、このツールが平文の認証情報を読むか、リモート状態を書き込むか、成果物を公開するか、プラグインを起動するかを確認してください。

実行可能ファイル

インストールされる実行可能ファイル

コマンド種類公開範囲メモ
mlpack_adaboostcliglobal executable
mlpack_approx_kfncliglobal executable
mlpack_bayesian_linear_regressioncliglobal executable
mlpack_cfcliglobal executable
mlpack_dbscancliglobal executable
mlpack_decision_treecliglobal executable
mlpack_detcliglobal executable
mlpack_emstcliglobal executable
mlpack_fastmkscliglobal executable
mlpack_gmm_generatecliglobal executable
mlpack_gmm_probabilitycliglobal executable
mlpack_gmm_traincliglobal executable
mlpack_hmm_generatecliglobal executable
mlpack_hmm_loglikcliglobal executable
mlpack_hmm_traincliglobal executable
mlpack_hmm_viterbicliglobal executable
mlpack_hoeffding_treecliglobal executable
mlpack_image_convertercliglobal executable
mlpack_kdecliglobal executable
mlpack_kernel_pcacliglobal executable
mlpack_kfncliglobal executable
mlpack_kmeanscliglobal executable
mlpack_knncliglobal executable
mlpack_kranncliglobal executable
mlpack_larscliglobal executable
mlpack_linear_regressioncliglobal executable
mlpack_linear_svmcliglobal executable
mlpack_lmnncliglobal executable
mlpack_local_coordinate_codingcliglobal executable
mlpack_logistic_regressioncliglobal executable
mlpack_lshcliglobal executable
mlpack_mean_shiftcliglobal executable
mlpack_nbccliglobal executable
mlpack_ncacliglobal executable
mlpack_nmfcliglobal executable
mlpack_pcacliglobal executable
mlpack_perceptroncliglobal executable
mlpack_preprocess_binarizecliglobal executable
mlpack_preprocess_describecliglobal executable
mlpack_preprocess_imputercliglobal executable
mlpack_preprocess_one_hot_encodingcliglobal executable
mlpack_preprocess_scalecliglobal executable
mlpack_preprocess_splitcliglobal executable
mlpack_radicalcliglobal executable
mlpack_random_forestcliglobal executable
mlpack_range_searchcliglobal executable
mlpack_softmax_regressioncliglobal executable
mlpack_sparse_codingcliglobal executable

鮮度

バージョンと鮮度

これらの信号は、ページ生成時期、パッケージマネージャの活動、上流リリース比較を分けて示します。バージョン遅れは、証拠 URL と比較可能なバージョンがある場合だけ警告されます。

ページ生成日2026-06-10
マネージャ版4.8.0
マネージャ更新日2026-06-10
ローカルデータok
上流not checked
検出された最新not detected

https://www.mlpack.org

インストールメタデータ

パッケージメタデータ

Package keybrew:mlpack
Version4.8.0
Package managerHomebrew
Package manager pagehttps://formulae.brew.sh/formula/mlpack
Homepagehttps://www.mlpack.org
Repositoryhttps://github.com/mlpack/mlpack
Upstream docshttps://www.mlpack.org/doc
LicenseBSD-3-Clause AND MPL-2.0 AND BSL-1.0 AND MIT
Source archivehttps://mlpack.org/files/mlpack-4.8.0.tar.gz
Last updated2026-06-10T00:20:46Z
Pulseupdated
Dependenciesarmadillo, cereal, ensmallen
Build dependenciescmake, pkgconf
Bottleavailable (arm64_linux, arm64_sequoia, arm64_sonoma, arm64_tahoe, sonoma, x86_64_linux)
Homebrew post-installnot defined
Servicenone declared

registry facts

Source database details

Source DatabaseHomebrew formula API
Taphomebrew/core
Full Namemlpack
Version Scheme0
Revision0
Head VersionHEAD
Bottle Stable Root URLhttps://ghcr.io/v2/homebrew/core
Deprecatedno
Disabledno
Keg Onlyno
URL Keys
  • head
  • stable

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)

https://www.mlpack.org/

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 stable package indexes · deb.debian.org · Debian stable package indexes: libmlpack-dev from https://deb.debian.org/debian/dists/stable/main/binary-amd64/Packages.xz
Debian apt95%

mlpack-bin 4.6.0-1

intuitive, fast, scalable C++ machine learning library (binaries)

https://www.mlpack.org/

sudo apt install mlpack-bin
  • Section: science
  • Architecture: amd64
  • Source Package: mlpack
  • 5 dependencies
  • normalized package name match
  • Matched by: Mlpack
Debian stable package indexes · deb.debian.org · Debian stable package indexes: mlpack-bin from https://deb.debian.org/debian/dists/stable/main/binary-amd64/Packages.xz
Debian apt95%

mlpack-doc 4.6.0-1

intuitive, fast, scalable C++ machine learning library (documentation)

https://www.mlpack.org/

sudo apt install mlpack-doc
  • Section: doc
  • Architecture: all
  • Source Package: mlpack
  • 1 dependencies
  • normalized package name match
  • Matched by: Mlpack
Debian stable package indexes · deb.debian.org · Debian stable package indexes: mlpack-doc from https://deb.debian.org/debian/dists/stable/main/binary-amd64/Packages.xz
Debian apt95%

python3-mlpack 4.6.0-1

intuitive, fast, scalable C++ machine learning library (Python bindings)

https://www.mlpack.org/

sudo apt install python3-mlpack
  • Section: python
  • Architecture: amd64
  • Source Package: mlpack
  • 10 dependencies
  • normalized package name match
  • Matched by: Mlpack
Debian stable package indexes · deb.debian.org · Debian stable package indexes: python3-mlpack from https://deb.debian.org/debian/dists/stable/main/binary-amd64/Packages.xz
Ubuntu apt95%

libmlpack-dev 4.3.0-2build1

intuitive, fast, scalable C++ machine learning library (development libs)

https://www.mlpack.org/

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 24.04 LTS package indexes · archive.ubuntu.com · Ubuntu 24.04 LTS package indexes: libmlpack-dev from https://archive.ubuntu.com/ubuntu/dists/noble/universe/binary-amd64/Packages.gz
Ubuntu apt95%

mlpack-bin 4.3.0-2build1

intuitive, fast, scalable C++ machine learning library (binaries)

https://www.mlpack.org/

sudo apt install mlpack-bin
  • Section: universe/science
  • Architecture: amd64
  • Source Package: mlpack
  • 7 dependencies
  • normalized package name match
  • Matched by: Mlpack
Ubuntu 24.04 LTS package indexes · archive.ubuntu.com · Ubuntu 24.04 LTS package indexes: mlpack-bin from https://archive.ubuntu.com/ubuntu/dists/noble/universe/binary-amd64/Packages.gz
Ubuntu apt95%

mlpack-doc 4.3.0-2build1

intuitive, fast, scalable C++ machine learning library (documentation)

https://www.mlpack.org/

sudo apt install mlpack-doc
  • Section: universe/doc
  • Architecture: all
  • Source Package: mlpack
  • 2 dependencies
  • normalized package name match
  • Matched by: Mlpack
Ubuntu 24.04 LTS package indexes · archive.ubuntu.com · Ubuntu 24.04 LTS package indexes: mlpack-doc from https://archive.ubuntu.com/ubuntu/dists/noble/universe/binary-amd64/Packages.gz
Ubuntu apt95%

python3-mlpack 4.3.0-2build1

intuitive, fast, scalable C++ machine learning library (Python bindings)

https://www.mlpack.org/

sudo apt install python3-mlpack
  • Section: universe/python
  • Architecture: amd64
  • Source Package: mlpack
  • 9 dependencies
  • normalized package name match
  • Matched by: Mlpack
Ubuntu 24.04 LTS package indexes · archive.ubuntu.com · Ubuntu 24.04 LTS package indexes: python3-mlpack from https://archive.ubuntu.com/ubuntu/dists/noble/universe/binary-amd64/Packages.gz
dnf95%

mlpack-bin 4.7.0-2.fc45

Command-line executables for mlpack (machine learning library)

http://www.mlpack.org

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
Fedora Rawhide package metadata · dl.fedoraproject.org · Fedora Rawhide package metadata: mlpack-bin from https://dl.fedoraproject.org/pub/fedora/linux/development/rawhide/Everything/x86_64/os/repodata/13ee7b80cb813542594d4235c4a0b8695435d5ecf23dd3580bc7515ae1b6180d-primary.xml.zst
dnf95%

mlpack-devel 4.7.0-2.fc45

Development headers for mlpack (C++ machine learning library)

http://www.mlpack.org

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
Fedora Rawhide package metadata · dl.fedoraproject.org · Fedora Rawhide package metadata: mlpack-devel from https://dl.fedoraproject.org/pub/fedora/linux/development/rawhide/Everything/x86_64/os/repodata/13ee7b80cb813542594d4235c4a0b8695435d5ecf23dd3580bc7515ae1b6180d-primary.xml.zst
dnf95%

mlpack-licenses 4.7.0-2.fc45

Licenses and information files for mlpack (machine learning library)

http://www.mlpack.org

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
Fedora Rawhide package metadata · dl.fedoraproject.org · Fedora Rawhide package metadata: mlpack-licenses from https://dl.fedoraproject.org/pub/fedora/linux/development/rawhide/Everything/x86_64/os/repodata/13ee7b80cb813542594d4235c4a0b8695435d5ecf23dd3580bc7515ae1b6180d-primary.xml.zst
dnf95%

mlpack-python3 4.7.0-2.fc45

Python 3 bindings for mlpack (C++ machine learning library)

http://www.mlpack.org

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
Fedora Rawhide package metadata · dl.fedoraproject.org · Fedora Rawhide package metadata: mlpack-python3 from https://dl.fedoraproject.org/pub/fedora/linux/development/rawhide/Everything/x86_64/os/repodata/13ee7b80cb813542594d4235c4a0b8695435d5ecf23dd3580bc7515ae1b6180d-primary.xml.zst
MacPorts95%

mlpack

sudo port install mlpack
  • normalized package name match
  • Matched by: Mlpack
MacPorts ports tree · api.github.com · MacPorts ports tree: math/mlpack/Portfile from https://api.github.com/repos/macports/macports-ports/git/trees/master?recursive=1

パッケージグラフ

リンクは、ローカルのパッケージ関係グラフ、補足データ、依存関係、エコシステム一致、パッケージハブ所属から来ています。

関連ツール

  • pkgconfBuild dependency declared by Homebrew.
  • cmakeBuild dependency declared by Homebrew.

同じワークフロー

  • liblinearShares av.db curated category or tags: cli, cpp, machine-learning, science.
  • tinysvmShares av.db curated category or tags: cli, library, machine-learning, science.
  • grtShares av.db curated category or tags: cli, cpp, machine-learning, science.
  • gibbsldaShares av.db curated category or tags: cli, machine-learning, science.
  • openvinoShares av.db curated category or tags: cli, machine-learning, science.
  • flannShares av.db curated category or tags: cli, library, machine-learning, science.

ソース経路

リポジトリデータから生成

このページは scripts/generate-pkg-sqlite.py が生成した非公開のパッケージ SQLite アーティファクトから av-web によって提供されます。

使用ソース

  • 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