kohonen-map

Official repository for the paper "Topological Neural Discrete Representation Learning à la Kohonen" (ICML 2023 Workshop on Sampling and Optimization in Discrete Space)

pytorch kohonen-map self-organizing-map vector-quantization vq-vae

UpdatedApr 27, 2023
Python

jcfaracco /xpysom-dask

Sponsor

Star8

XPySom-dask is a minimalistic implementation of batch Self Organizing Map algorithm using Dask. This is a mirror of the original XPySom.

python gpu som kohonen-map dask kohonen-som

UpdatedSep 11, 2024
Python

ZdrzalikPrzemyslaw /Machine-Learning

Star4

Implementations of Machine Learning algorithms in Python

python machine-learning neural-network som python3 classification kohonen mlp kohonen-map k-means multi-layer-perceptron self-organizing-map k-means-implementation-in-python k-means-clustering neural-gas image-quantization

UpdatedJun 11, 2020
Python

sethflowers /SelfOrganizingMap

Star4

A C# implementation of a Self Organizing Map

c-sharp kohonen-map self-organizing-map

UpdatedJul 20, 2013
C#

tuhalf /SOMvhdl

Star4

A simple and scaleable Self Organizing Map implementation written in VHDL. Tested on ARTYA7-35T board.

data-science data-mining fpga vhdl som kohonen-map self-organizing-map arty artix-7

UpdatedJan 31, 2021
VHDL

chen0040 /java-som

Star3

Package provides java implementation of self-organizing feature map (Kohonen map)

neural-network kohonen-map unsupervised-learning clustering-algorithm self-organizing-map

UpdatedJun 15, 2017
Java

Shaked-g /Kohonen-SOM-Algorithm

Star3

Kohonen neural network algorithm Implementation

neural-networks kohonen-map kohonen-neural-network

UpdatedOct 31, 2024
Python

starschema /competitive-neural-networks

Star3

Companion notebooks to the Competitive Neural Networks series

python machine-learning neural-networks kohonen-map self-organizing-feature-maps self-organising-map

UpdatedApr 12, 2019
Jupyter Notebook

Pirata-Codex /Self-Organizing-Maps

Star2

Implementing Kohonen Self Organizing Maps using Gaussian distribution neighbor function

numpy sklearn python3 kohonen-map self-organizing-map iris-dataset topological-map

UpdatedOct 2, 2020
Jupyter Notebook

mlange-42 /kohonen

Star2

A Self-organizing Maps (SOM) / Kohonen networks library and command line tool in Rust.

visualization rust machine-learning neural-network command-line som kohonen kohonen-map self-organizing-map

UpdatedJun 1, 2020
Rust

sunsided /kohonen-maps

Star2

C# based experiment with self-organizing maps

csharp som artificial-intelligence kohonen-map windows-forms unsupervised-learning self-organizing-map

UpdatedFeb 18, 2015
C#

ghazaleh-mahmoodi /Neural_Networks

Star2

This repository contains various networks implementation such as MLP, Hopfield, Kohonen, ART, LVQ1, Genetic algorithms, Adaboost and fuzzy-system, CNN with python.