Popular GitHub Repositories for Som

: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

SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

Self-organizing maps in Go

Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.

Mark web pages for use with vision-language models

Rust library for Self Organising Maps (SOM).

EE7207 Neural & Fuzzy Systems

High Frequency Time series Anomaly Detection using Self Organizing Maps (SOM) which is based on Competitive Learning a variant of the Neural Networks using K Nearest Neighbors

Det här är en labbyta som du snabbt kan sätta upp lokalt eller exempelvis på Streamlit, för att låta användare prova generativa AI-verktyg utan att behöva skapa egna konton.

Various experiments related to AGI

What does English language look like if we print it on a 2D map? here is a clustering of 300k words on top on SOM applied to Word2Vec embeddings

Clara är en prototyp som möjliggör att anonymt kunna göra sin röst hörd. Medarbetaren kan prata eller skriva in det du vill säga och AI anonymiserar det. Medarbetaren har dessutom tillgång till en chatbot att rådfråga. Därefter analyseras och sammanställs alla medarbetares tankar i en dashboard.

Recursive Self-Organizing Map/Neural Gas.

Neural Networks & Intelligent Computer Systems - Lab Projects [ECE NTUA]

CRD Game using one agent whit learning automata, and other with SOM network

This project is one of the Computational Intelligence course projects in the spring of 2023, and it includes code related to training neural networks with gradient descent, training neural network using neuroevolution, Neural Architecture Search (NAS), and Self-Organizing Maps (SOM)

Copilot-løsning som gir selvbetjent støtte og veiledning i FEL kundetjenester

SOM-Guided Vector Search for RAG — An experimental pipeline that enhances Retrieval-Augmented Generation (RAG) using Self-Organizing Maps (SOM) for unsupervised clustering of embedding spaces. Demonstrates a 68.9% quality boost over traditional vector search through smarter, cluster-aware retrieval