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tutorials.txt
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tutorials.txt
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/*!
@file tutorials.txt
@author Ryan Curtin
@brief List of mlpack tutorials.
@page tutorials Tutorials
@section quickstart_tut Quickstart Tutorials
These tutorials give very quick "getting started" examples that you can use to
get started with mlpack in different languages.
- \ref python_quickstart
- \ref cli_quickstart
- \ref julia_quickstart
- \ref go_quickstart
- \ref r_quickstart
@section introd_tut Introductory Tutorials
These tutorials introduce the basic concepts of working with mlpack, aimed at
developers who want to use and contribute to mlpack but are not sure where to
start.
- \ref build
- \ref build_windows
- \ref formatdoc
- \ref matrices
- \ref iodoc
- \ref timer
- \ref sample
- \ref sample_ml_app
@section method_tut Method-specific Tutorials
These tutorials introduce the various methods mlpack offers, aimed at users who
want to get started quickly. These tutorials start with simple examples and
progress to complex, extensible uses.
- \ref nstutorial
- \ref lrtutorial
- \ref rstutorial
- \ref dettutorial
- \ref kmtutorial
- \ref fmkstutorial
- \ref emst_tutorial
- \ref amftutorial
- \ref cftutorial
- \ref akfntutorial
- \ref anntutorial
- \ref rltutorial
@section adv_tut Advanced Tutorials
These tutorials discuss some of the more advanced functionality contained in
mlpack.
- \ref bindings
- \ref cv
- \ref hpt_guide
- \ref datasetmapper
@section policy_tut Policy Class Documentation
mlpack uses templates to achieve its genericity and flexibility. Some of the
template types used by mlpack are common across multiple machine learning
algorithms. The links below provide documentation for some of these common
types.
- \ref metrics
- \ref kernels
- \ref trees
*/