SOMTimeS: Self-Organizing Maps for TIME Series

Other relevant papers

If you use this code please cite SOMTimeS paper.

@misc{javed2021somtimes, title={SOMTimeS: Self Organizing Maps for Time Series Clustering and its Application to Serious Illness Conversations}, author={Ali Javed and Donna M. Rizzo and Byung Suk Lee and Robert Gramling}, year={2021}, eprint={2108.11523}, archivePrefix={arXiv}, primaryClass={cs.LG} }

Installation

somtime is available on PyPI

$ pip install somtimes

Install from source

$ python setup.py install

Usage

see demo.py for example and explaination of usage
The SOM can cluster time series data.