mlpack is an intuitive, fast, and flexible C++ machine learning library with bindings to other languages. It is meant to be a machine learning analog to LAPACK, and aims to implement a wide array of machine learning methods and functions as a "swiss army knife" for machine learning researchers. In addition to its powerful C++ interface, mlpack also provides command-line programs, Python bindings, Julia bindings, Go bindings and R bindings. Written in C++ and built on the Armadillo linear algebra library, the ensmallen numerical optimization library, and parts of Boost. Aims to provide fast, extensible implementations of cutting-edge machine learning algorithms. mlpack uses CMake as a build system and allows several flexible build configuration options. You can consult any of the CMake tutorials for further documentation, but this tutorial should be enough to get mlpack built and installed.

Features

  • Fast, flexible C++ machine learning library
  • Download, install or build mlpack from source
  • Take a look at the API, bindings to other languages and more
  • mlpack is open source software, licensed under the permissive 3-clause BSD license
  • mlpack uses an open governance model
  • mlpack uses CMake as a build system and allows several flexible build configuration option

Project Samples

Project Activity

See All Activity >

License

MIT License

Follow mlpack

mlpack Web Site

Other Useful Business Software
Ship AI Apps Faster with Vertex AI Icon
Ship AI Apps Faster with Vertex AI

Go from idea to deployed AI app without managing infrastructure. Vertex AI offers one platform for the entire AI development lifecycle.

Ship AI apps and features faster with Vertex AI—your end-to-end AI platform. Access Gemini 3 and 200+ foundation models, fine-tune for your needs, and deploy with enterprise-grade MLOps. Build chatbots, agents, or custom models. New customers get $300 in free credit.
Try Vertex AI Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of mlpack!

Additional Project Details

Programming Language

C++

Related Categories

C++ Libraries, C++ Machine Learning Software

Registered

2022-08-03