GEMA

GEMA is a Python library which can be used to develop and train Self-Organizing Maps (SOMs). It also allows users to classify new individuals, obtain reports and visualize the information with interactive graphs. NOTE: GEMA has only been implemented in Python 3.0

Installation

Gema is now available on pip and conda:

• Pip: pip install GEMA
• Conda (for now only for Windows x64): conda install -c ceiecadmin gema

Usage instructions

For usage instructions refer to: Wiki

Requirements:

• NumPy
• tqdm
• Pandas
• matplotlib
• Plotly
• scikit-learn
• scipy
• numba
• imageio

Contact

• Responsible: Alberto Nogales alberto.nogales@ceiec.es
• Supervisors: Alberto Nogales, Álvaro José García-Tejedor
• Main developers: Adrián Prieto, Gonzalo de las Heras de Matías, Antonio Pérez Morales(actual developer)
• Contributors: Santiago Donaher Naranjo

Under license of CEIEC http://www.ceiec.es