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.
Self Organizing Map
To download Rustup and install Rust, run the following in your terminal, then follow the on-screen instructions.
curl https://sh.rustup.rs -sSf | shHere are the instructions on how to setup the project.
Clone the repository
git clone https://github.com/sumedhe/som.git
cd somBuild the project
cargo build --releaseTo start the program,
cargo runUnit tests
cargo test
Create python library of SOM
Implement random initialization of nodes
Add rectangular lattice support
Create rust API
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