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Name		Name	Last commit message	Last commit date
api		api
cmake		cmake
docs/html		docs/html
resources		resources
src		src
test		test
.gitignore		.gitignore
CMakeLists.txt		CMakeLists.txt
Doxyfile		Doxyfile
README.md		README.md

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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

About

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.

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