🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
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Updated
May 16, 2024 - Python
🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
Parallelized rotation and flipping INvariant Kohonen maps
Implementation of Kohonen algoritm on input random points on 2D space
Official repository for the paper "Topological Neural Discrete Representation Learning à la Kohonen" (ICML 2023 Workshop on Sampling and Optimization in Discrete Space)
XPySom-dask is a minimalistic implementation of batch Self Organizing Map algorithm using Dask. This is a mirror of the original XPySom.
Kohonen-SOM(NN) for Mackey-Glass equations
📘 dimensionality reduction algorithms
A Java implementation of Self-Organizing Kohonen Map that classifies hand-written characters.
Учебные листы по 'Стохастическому анализу и его приложениях в машинном обучении'
This repository contains various networks implementation such as MLP, Hopfield, Kohonen, ART, LVQ1, Genetic algorithms, Adaboost and fuzzy-system, CNN with python.
Kohonen neural network algorithm Implementation
A simulation of kohonen self organizing map with neural weights and robotic arm
Self-Organizing Map (Kohonen Self-Organizing Feature Map)
A TSP approach using SOM. Currently work in progress
Kohonen Self-Organizing Maps (SOMs) for dimensionality reduction, data embedding, and solving a variant of the travelling salesman problem.
implementation of Kohonen Self Organizing Feature Map
I trained a Kohonen’s Self-Organizing Feature Map (SOFM) which can map a dataset of 3-Dimensional data into a 2-Dimensional space.
Project from seminar "Data Mining in Production"
A simple and scaleable Self Organizing Map implementation written in VHDL. Tested on ARTYA7-35T board.
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