Inspired by the topography preserving Self-Organizing Map (SOM) proposed by Kohonen, we introduce our novel adaptation - Growing Self-Organizing Maps with Transience.
- Python 3
- scipy
- tqdm
The supplementary code repository provides the generalized python implementation of the algorithm, that can be used for dual-stream unsupervised classification. The algorithm was explained using the example Zoo dataset in the example folder.