There are 4 repositories under som topic.
Solving the Traveling Salesman Problem using Self-Organizing Maps
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
Log Anomaly Detection - Machine learning to detect abnormal events logs
Self organizing Kohonen map in Python with periodic boundary conditions
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.
Implementation of SOM and GSOM
Recursive Self-Organizing Map/Neural Gas.
Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.
Using Self-Organizing Maps for Travelling Salesman Problem
Rust library for Self Organising Maps (SOM).
Huge-scale, high-performance flow cytometry clustering in Julia
A tiny 16x16x2mm SoM with a powerful chip that runs mainline Linux.
Efficient Self-Organizing Map for Sparse Data
:sparkles: Spark ML implementation of SOM algorithm (Kohonen self-organizing map)
A composable container for Adaptive ROS 2 Node computations. Select between FPGA, CPU or GPU at run-time.
A miniature system that is also a business card
tranZPUter FusionX - Software based physical Z80 replacement using a Linux System-on-a-module and a highly accurate Z80 Emulation written in C.
Neural network with learning without a teacher, performing the task of visualization and clustering.