som

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

som artificial-neural-networks hebbian-learning self-organizing-map

Updated Apr 22, 2019
Python

abhinavralhan / kohonen-maps

Star

Implementation of SOM and GSOM

machine-learning clustering som python3 kohonen-map gsom

Updated Mar 26, 2018
Jupyter Notebook

smarr / SOMns

Star

SOMns: A Newspeak for Concurrency Research

java language debugging csp research interpreter actors truffle newspeak som smalltalk concurrency transactional-memory

Updated Nov 16, 2022
Java

stephantul / somber

Star

Recursive Self-Organizing Map/Neural Gas.

machine-learning unsupervised cython som ng recurrent-neural-networks kohonen recsom neural-gas plsom

Updated Jun 21, 2022
Python

diego-vicente / ntnu-som

Star

Using Self-Organizing Maps for Travelling Salesman Problem

som artificial-intelligence neurons kohonen-map ann tsp

Updated Dec 8, 2016
Python

Dotori-HJ / SelfOrganizingMap-SOM

Star

Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.

som pytorch self-organizing-map pytorch-implementation

Updated Feb 13, 2019
Python

avinashshenoy97 / RusticSOM

Star

Rust library for Self Organising Maps (SOM).

rust machine-learning som ml crates rust-library self-organizing-map

Updated Oct 15, 2022
Rust

LCSB-BioCore / GigaSOM.jl

Star

Huge-scale, high-performance flow cytometry clustering in Julia

clustering som artificial-intelligence neural-networks immunology self-organizing-map large-scale cytof flow-cytometry mass-cytometry cytometry clustering-methods artifical-neural-network huge-scale

Updated Nov 3, 2022
Julia

exaexa / EmbedSOM

Star

Fast embedding ot multidimensional datasets, great for cytometry data

visualization som rstats cytometry

Updated Jul 5, 2022
R

NTU-CCA / EE7207

Star

EE7207 Neural & Fuzzy Systems

svm som rnn bam multi-layer-perceptron fuzzy-logic rbf fuzzy-modeling fuzzy-identification

Updated Jan 14, 2021
Python

HITS-AIN / PINK

Star

Parallelized rotation and flipping INvariant Kohonen maps

machine-learning som kohonen-map self-organizing-map astronomical-algorithms som-training

Updated Jun 23, 2021
Jupyter Notebook

FlorentF9 / SOMperf

Star

🌐 SOMperf: Self-organizing maps performance metrics and quality indices

benchmarking clustering som performance-metrics self-organizing-map topographic-metrics clustering-metrics

Updated Jun 26, 2020
Python

Hatchin / FlowSOM

Star

FlowSOM algorithm in Python, using self-organizing maps and minimum spanning tree for visualization and interpretation of cytometry data

som mst self-organizing-map minimal-spanning-tree flowsom

Updated Jun 16, 2022
Python

Improve this page

Add a description, image, and links to the som topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the som topic, visit your repo's landing page and select "manage topics."

Learn more