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self-organizing-map

Here are 286 public repositories matching this topic...

diego-vicente / som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

som traveling-salesman tsp self-organizing-map tsp-problem tsp-approximation

Updated Dec 24, 2023
Python

JustGlowing / minisom

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

machine-learning clustering som neural-networks dimensionality-reduction outlier-detection kohonen unsupervised-learning manifold-learning self-organizing-map vector-quantization

Updated Oct 31, 2024
Python

fcomitani / simpsom

Python library for Self-Organizing Maps

python clustering dimensionality-reduction kohonen self-organizing-map

Updated Jan 16, 2024
Python

0011001011 / vizuka

Explore high-dimensional datasets and how your algo handles specific regions.

visualization data-science machine-learning data-mining big-data data-visualization pca kmeans t-sne unsupervised-learning tsne dbscan self-organizing-map 2d-space

Updated Jul 19, 2018
Python

ANNetGPGPU / ANNetGPGPU

A GPU (CUDA) based Artificial Neural Network library

c-plus-plus-11 cuda self-organizing-map propagation-network

Updated Sep 25, 2021
C++

felixriese / susi

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

python data-science machine-learning opensource som supervised-learning semi-supervised-learning unsupervised-learning sphinx-doc self-organizing-map pypi-package

Updated Sep 17, 2024
Python

FlorentF9 / DESOM

🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization

visualization deep-learning clustering som keras autoencoder kohonen-map representation-learning self-organizing-map

Updated May 16, 2024
Python

giannisnik / som

Pytorch implementation of a Self-Organizing Map

neural-network self-organizing-map

Updated Feb 15, 2019
Python

cgorman / tensorflow-som

A multi-gpu implementation of the self-organizing map in TensorFlow

tensorflow neural-networks unsupervised-learning self-organizing-map

Updated Aug 1, 2022
Python

mpatacchiola / pyERA

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

CarsonScott / HSOM

Hierarchical self-organizing maps for unsupervised pattern recognition

classifier machine-learning deep-neural-networks ai deep-learning neural-network machine-learning-algorithms ml artificial-intelligence artificial classification unsupervised-learning artificial-neural-network self-organizing-map self-organization artificial-intelligence-algorithms multiclass-classification unsupervised-machine-learning unsupervised-clustering classifier-training

Updated Dec 20, 2019
Python

jonghough / jlearn

Machine Learning Library, written in J

learning machine-learning deep-learning clustering lstm gaussian-mixture-models ensemble-learning rbm convolutional-neural-networks j k-means gaussian-processes principal-component-analysis self-organizing-map multilayer-perceptron-network hierarchical-clustering knn-classifier restricted-boltzmann-machines

Updated Nov 29, 2023
J

enricivi / growing_hierarchical_som

Self-Organizing Map [https://en.wikipedia.org/wiki/Self-organizing_map] is a popular method to perform cluster analysis. SOM shows two main limitations: fixed map size constraints how the data is being mapped and hierarchical relationships are not easily recognizable. Thus Growing Hierarchical SOM has been designed to overcome this issues

ghsom self-organizing-map hierarchical-clustering

Updated Jun 17, 2024
Python

Dotori-HJ / SelfOrganizingMap-SOM

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

farhanchoudhary / Deep-Learning-A-Z-Hands-on-Artificial-Neural-Network

Codes and Templates from the SuperDataScience Course

recurrent-neural-networks artificial-neural-networks convolutional-neural-networks boltzmann-machines autoencoders self-organizing-map superdatascience-course

Updated Oct 25, 2017
Python

avinashshenoy97 / RusticSOM

Rust library for Self Organising Maps (SOM).

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

Updated Oct 15, 2022
Rust

FlorentF9 / SOMperf

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

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

Updated Jul 11, 2024
Python

LCSB-BioCore / GigaSOM.jl

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 Jul 11, 2023
Julia

Hatchin / FlowSOM

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

viktor-platform / sample-travelling-salesman

python data-science machine-learning ai genetic-algorithm artificial-intelligence self-organizing-map travelling-salesman 2-opt travelling-salesman-problem routing-problem viktor-ai

Updated May 29, 2024
Python

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