docs.md

layout	title	displaytitle	description	order
default-nav	Documentation	Documentation	mlpack | fast, flexible C++ machine learning library	3

Documentation

Overview

High-quality documentation is a development goal of mlpack. mlpack’s documentation is split into two parts: documentation for the bindings/CLI, and documentation for the C++ library. Also useful is the examples repository, which demonstrates usage of mlpack's functionality in simple example programs.

Generally, working with the bindings is a good choice for simple machine learning and data science tasks, and writing C++ is a good idea when complex or custom functionality is desired.

All interfaces are heavily documented, and if you find a documentation issue, please report it.

• Build
  • Building mlpack From Source (Linux)
  • Building mlpack From Source (Windows)
• CLI
  • mlpack command-line quickstart guide
  • command-line documentation
• Python Bindings
  • mlpack in Python quickstart guide
  • Binding documentation
• Julia Bindings
  • mlpack in Julia quickstart guide
  • Binding documentation
• R Bindings
  • mlpack in R quickstart guide
  • Binding documentation
• Go Bindings
  • mlpack in Go quickstart guide
  • Binding documentation
• C++
  • Simple Sample mlpack Programs
  • Sample C++ ML App for Windows
  • File formats and loading data in mlpack
  • mlpack Timers
  • Doxygen documentation
• General
  • Method-specific Tutorials
  • Advanced Tutorials
  • Policy Class Documentation
  • Writing an mlpack binding