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 somtimesInstall from source
$ python setup.py installUsage
see demo.py for example and explaination of usage
The SOM can cluster time series data.