72 lines
1.6 KiB
Plaintext
72 lines
1.6 KiB
Plaintext
/*!
|
|
|
|
@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
|
|
|
|
@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
|
|
|
|
@section adv_tut Advanced Tutorials
|
|
|
|
These tutorials discuss some of the more advanced functionality contained in
|
|
mlpack.
|
|
|
|
- \ref bindings
|
|
- \ref cv
|
|
- \ref hpt
|
|
|
|
@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
|
|
|
|
*/
|