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
NeuPy is a Tensorflow based python library for prototyping and building neural networks
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)
:globe_with_meridians: Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
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
:globe_with_meridians: SOMperf: Self-organizing maps performance metrics and quality indices
FlowSOM algorithm in Python, using self-organizing maps and minimum spanning tree for visualization and interpretation of cytometry data
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)
My notes for Prof. Klaus Obermayer's "Machine Intelligence 2 - Unsupervised Learning" course at the TU Berlin
A JavaScript library for the SOMtoday REST API.
A composable container for Adaptive ROS 2 Node computations. Select between FPGA, CPU or GPU at run-time.
Kria Robotics Stack (KRS) documentation. KRS is a ROS 2 superset for industry built around the Kria SOM portfolio. Simplifies the use of hardware acceleration in robotics.
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.
A library for marking web pages for Set-of-Mark (SoM) prompting with vision-language models.