Installation

Requirements

pip install NNSOM

This installs the NNSOM package and all runtime dependencies.

git clone https://github.com/amir-jafari/SOM.git
cd SOM
pip install -e .

The -e flag installs in editable mode so any changes to the source are immediately reflected without reinstalling.

For GPU acceleration (NVIDIA CUDA required):

pip install cupy

For running the example Jupyter notebooks:

pip install NNSOM notebook

For building the documentation locally:

pip install NNSOM[docs]
cd src/docs
make html

For running the test suite:

pip install NNSOM[dev]
pytest

import NNSOM
from NNSOM.plots import SOMPlots
print("NNSOM imported successfully")

If you encounter a bug or have a question, please open an issue on the GitHub issue tracker. Useful bug reports include: