AviatorYan / som-cpp

Self Organizing Map (SOM) is a type of Artificial Neural Network (ANN) that is trained using an unsupervised, competitive learning to produce a low dimensional, discretized representation (feature map) of higher dimensional data.

som

Self Organizing Map

Setting up the project

Here are the instructions on how to setup the project.

Build

Clone the repository

$ git clone https://github.com/sumedhe/som.git
$ cd som

Then run cmake

$ cmake -H. -Bbuild
$ cd build
$ cmake --build .

Run program

To start the program,

$ ./bin/som

Run tests

Using unit_tests:

$ ./bin/unit_tests

Using ctest:

$ ctest