# som-cpp

**Repository Path**: caopzh/som-cpp

## Basic Information

- **Project Name**: som-cpp
- **Description**: 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.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 2
- **Created**: 2021-08-06
- **Last Updated**: 2021-08-06

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# som
Self Organizing Map

[![Codacy Badge](https://api.codacy.com/project/badge/Grade/3edaa95bc0d242f882c1df67fc161991)](https://www.codacy.com/app/sumedhe/som-cpp?utm_source=github.com&utm_medium=referral&utm_content=selforgmap/som-cpp&utm_campaign=Badge_Grade)

# 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
```