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 standalone Python functions, which wrap the fast C++ implementations of the algorithms.

mlpack's techniques fall into a handful of categories:

  • Classification: logistic regression, perceptrons, random forests, linear SVMs, AdaBoost, etc.

  • Regression: linear regression, least angle regression, etc.

  • Clustering: Gaussian mixture models, k-means, mean shift, DBSCAN, etc.

  • Geometry: k-nearest-neighbor search, max-kernel search, locality sensitive hashing (LSH), etc.

  • Preprocessing: dataset splitting, binarization, scaling, one hot encoding, etc.

  • Misc. / Other: collaborative filtering, density estimation trees, Hidden Markov Models, kernel density estimation (KDE), etc.

  • Transformations: kernel PCA, sparse coding, large margin nearest neighbors, PCA, etc.

For more documentation on each individual function that mlpack provides, see the Python binding documentation.

Project links

Key dates

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  • Released:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for mlpack-travis-worker from gravatar.com mlpack-travis-worker Avatar for rcurtin from gravatar.com rcurtin

Credits

Author: mlpack developers

License

BSD License (BSD)

Provides Extra

tests

Tags

machine learning data mining deep learning optimization

Classifiers

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Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for mlpack-travis-worker from gravatar.com mlpack-travis-worker Avatar for rcurtin from gravatar.com rcurtin

Credits

Author: mlpack developers

License

BSD License (BSD)

Provides Extra

tests

Tags

machine learning data mining deep learning optimization

Classifiers

Report project as malware

Release files for mlpack 4.8.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for mlpack 4.8.0
File
mlpack-4.8.0-cp314-cp314-win_amd64.whl 28.1 MB CPython 3.14 CPython 3.14 Windows x86-64 Details
mlpack-4.8.0-cp314-cp314-musllinux_1_2_x86_64.whl 32.1 MB CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
mlpack-4.8.0-cp314-cp314-musllinux_1_2_i686.whl 30.6 MB CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-32 Details
mlpack-4.8.0-cp314-cp314-manylinux_2_28_i686.whl 28.4 MB CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-32 Details
mlpack-4.8.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 51.0 MB CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
mlpack-4.8.0-cp314-cp314-macosx_11_0_arm64.whl 3.0 MB CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
mlpack-4.8.0-cp314-cp314-macosx_10_15_x86_64.whl 21.0 MB CPython 3.14 CPython 3.14 macOS 10.15+ x86-64 Details
mlpack-4.8.0-cp313-cp313-win_amd64.whl 27.5 MB CPython 3.13 CPython 3.13 Windows x86-64 Details
mlpack-4.8.0-cp313-cp313-musllinux_1_2_x86_64.whl 32.1 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
mlpack-4.8.0-cp313-cp313-musllinux_1_2_i686.whl 30.6 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-32 Details
mlpack-4.8.0-cp313-cp313-manylinux_2_28_i686.whl 28.4 MB CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-32 Details
mlpack-4.8.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 50.9 MB CPython 3.13 CPython 3.13 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
mlpack-4.8.0-cp313-cp313-macosx_11_0_arm64.whl 3.0 MB CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
mlpack-4.8.0-cp313-cp313-macosx_10_13_x86_64.whl 21.0 MB CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
mlpack-4.8.0-cp312-cp312-win_amd64.whl 27.6 MB CPython 3.12 CPython 3.12 Windows x86-64 Details
mlpack-4.8.0-cp312-cp312-musllinux_1_2_x86_64.whl 32.1 MB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
mlpack-4.8.0-cp312-cp312-musllinux_1_2_i686.whl 30.6 MB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-32 Details
mlpack-4.8.0-cp312-cp312-manylinux_2_28_i686.whl 28.4 MB CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-32 Details
mlpack-4.8.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 51.0 MB CPython 3.12 CPython 3.12 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
mlpack-4.8.0-cp312-cp312-macosx_11_0_arm64.whl 3.0 MB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
mlpack-4.8.0-cp312-cp312-macosx_10_13_x86_64.whl 21.0 MB CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details
mlpack-4.8.0-cp311-cp311-win_amd64.whl 27.5 MB CPython 3.11 CPython 3.11 Windows x86-64 Details
mlpack-4.8.0-cp311-cp311-musllinux_1_2_x86_64.whl 32.1 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
mlpack-4.8.0-cp311-cp311-musllinux_1_2_i686.whl 30.6 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-32 Details
mlpack-4.8.0-cp311-cp311-manylinux_2_28_i686.whl 28.5 MB CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-32 Details
mlpack-4.8.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 51.0 MB CPython 3.11 CPython 3.11 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
mlpack-4.8.0-cp311-cp311-macosx_11_0_arm64.whl 3.0 MB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
mlpack-4.8.0-cp311-cp311-macosx_10_9_x86_64.whl 21.3 MB CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
mlpack-4.8.0-cp310-cp310-win_amd64.whl 27.5 MB CPython 3.10 CPython 3.10 Windows x86-64 Details
mlpack-4.8.0-cp310-cp310-musllinux_1_2_x86_64.whl 32.1 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
mlpack-4.8.0-cp310-cp310-musllinux_1_2_i686.whl 30.6 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-32 Details
mlpack-4.8.0-cp310-cp310-manylinux_2_28_i686.whl 28.5 MB CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-32 Details
mlpack-4.8.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 51.0 MB CPython 3.10 CPython 3.10 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
mlpack-4.8.0-cp310-cp310-macosx_11_0_arm64.whl 3.0 MB CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
mlpack-4.8.0-cp310-cp310-macosx_10_9_x86_64.whl 21.3 MB CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
mlpack-4.8.0-cp39-cp39-win_amd64.whl 27.6 MB CPython 3.9 CPython 3.9 Windows x86-64 Details
mlpack-4.8.0-cp39-cp39-musllinux_1_2_x86_64.whl 32.2 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
mlpack-4.8.0-cp39-cp39-musllinux_1_2_i686.whl 30.6 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-32 Details
mlpack-4.8.0-cp39-cp39-manylinux_2_28_i686.whl 28.5 MB CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-32 Details
mlpack-4.8.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 51.0 MB CPython 3.9 CPython 3.9 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
mlpack-4.8.0-cp39-cp39-macosx_11_0_arm64.whl 3.0 MB CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
mlpack-4.8.0-cp39-cp39-macosx_10_9_x86_64.whl 21.3 MB CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details

Total release size: 1.2 GB

Release files / mlpack-4.8.0-cp314-cp314-win_amd64.whl

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Release files / mlpack-4.8.0-cp313-cp313-win_amd64.whl

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Release files / mlpack-4.8.0-cp313-cp313-musllinux_1_2_x86_64.whl

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Release files / mlpack-4.8.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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4.8.0 This release

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