Topic: "kohonen-map"
FlorentF9/DESOM
:globe_with_meridians: Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
Language: Python - Size: 6.72 MB - Last synced at: 29 days ago - Pushed at: 12 months ago - Stars: 97 - Forks: 30
abhinavralhan/kohonen-maps
Implementation of SOM and GSOM
Language: Jupyter Notebook - Size: 1.26 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 68 - Forks: 61
diego-vicente/ntnu-som
Using Self-Organizing Maps for Travelling Salesman Problem
Language: Python - Size: 4.19 MB - Last synced at: about 1 month ago - Pushed at: over 8 years ago - Stars: 44 - Forks: 10
HITS-AIN/PINK
Parallelized rotation and flipping INvariant Kohonen maps
Language: Jupyter Notebook - Size: 109 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 11
albertnadal/KohonenNeuralNetwork
C implementation of the Kohonen Neural Network (SOM algorithm)
Language: C - Size: 943 KB - Last synced at: 27 days ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 1
jcfaracco/xpysom-dask
XPySom-dask is a minimalistic implementation of batch Self Organizing Map algorithm using Dask. This is a mirror of the original XPySom.
Language: Python - Size: 9.26 MB - Last synced at: 1 day ago - Pushed at: 8 months ago - Stars: 9 - Forks: 3
tonegas/PyNet
Computation Graph framework implemented using only NumPy
Language: Python - Size: 22.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 1
IDSIA/kohonen-vae
Official repository for the paper "Topological Neural Discrete Representation Learning à la Kohonen" (ICML 2023 Workshop on Sampling and Optimization in Discrete Space)
Language: Python - Size: 77.1 KB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 1
tuhalf/SOMvhdl
A simple and scaleable Self Organizing Map implementation written in VHDL. Tested on ARTYA7-35T board.
Language: VHDL - Size: 25.8 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1
ZdrzalikPrzemyslaw/Machine-Learning
Implementations of Machine Learning algorithms in Python
Language: Python - Size: 53.3 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0
chen0040/java-som
Package provides java implementation of self-organizing feature map (Kohonen map)
Language: Java - Size: 109 KB - Last synced at: about 1 month ago - Pushed at: almost 8 years ago - Stars: 3 - Forks: 1
sethflowers/SelfOrganizingMap
A C# implementation of a Self Organizing Map
Language: C# - Size: 2.63 MB - Last synced at: almost 2 years ago - Pushed at: almost 12 years ago - Stars: 3 - Forks: 2
ghazaleh-mahmoodi/Neural_Networks
This repository contains various networks implementation such as MLP, Hopfield, Kohonen, ART, LVQ1, Genetic algorithms, Adaboost and fuzzy-system, CNN with python.
Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
Pirata-Codex/Self-Organizing-Maps
Implementing Kohonen Self Organizing Maps using Gaussian distribution neighbor function
Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
sai-teja-ponugoti/Self_Organizing_Maps
Developing Kohonen Self organizing maps algorithm from scratch in python
Language: Jupyter Notebook - Size: 2.99 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1
mlange-42/kohonen
A Self-organizing Maps (SOM) / Kohonen networks library and command line tool in Rust.
Language: Rust - Size: 765 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1
sunsided/kohonen-maps
C# based experiment with self-organizing maps
Language: C# - Size: 288 KB - Last synced at: about 1 month ago - Pushed at: about 10 years ago - Stars: 2 - Forks: 1
miltiadiss/CEID_NE562-Data-Mining-and-Machine-Learning-Algorithms 📦
This project involves analyzing a dataset through statistics and visualizations to uncover patterns & correlations. It trains classifiers (Neural Networks, Random Forests, Bayesian Networks) to predict physical activities and evaluates their performance. Finally, it clusters participants' activities using 3 algorithms, comparing their effectivenes.
Language: Jupyter Notebook - Size: 63.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0
Shaked-g/Kohonen-SOM-Algorithm
Kohonen neural network algorithm Implementation
Language: Python - Size: 7.81 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 2
Quernest/reduction
📘 dimensionality reduction algorithms
Language: TypeScript - Size: 39.1 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
mark-antal-csizmadia/som
Kohonen Self-Organizing Maps (SOMs) for dimensionality reduction, data embedding, and solving a variant of the travelling salesman problem.
Language: Jupyter Notebook - Size: 202 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
ameerezae/Kohonen-SOM
implementation of Kohonen Self Organizing Feature Map
Language: Python - Size: 98.6 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
damiankucharski/Tiny-SOM
Short yet powerful implementation of SOM with visualizations for data exploration.
Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
starschema/competitive-neural-networks
Companion notebooks to the Competitive Neural Networks series
Language: Jupyter Notebook - Size: 139 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 3
zahramajd/SOM-KohonenMap
Self Organizing Map
Language: Python - Size: 1.95 KB - Last synced at: 12 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
ventus550/somu
A simple high-performance implementation of the Self-Organizing Map (SOM) algorithm in Rust, exposed as a Python module.
Language: Rust - Size: 2.61 MB - Last synced at: 20 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
Meta-Ben/Iris-Data_Self-Organized-Map
2018 - Java Machine Learning Self Organized Map based on Iris.data
Language: Java - Size: 55.4 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
orelz890/Neuro_Ex2_Kohonen
Kohonen In Action 🧠🚀
Language: Jupyter Notebook - Size: 4.51 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
m1hail1337/Kohonen-SOM-Mackey-Glass
Kohonen-SOM(NN) for Mackey-Glass equations
Language: Python - Size: 19.5 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
mbofos01/Kohonen-Letters
A Java implementation of Self-Organizing Kohonen Map that classifies hand-written characters.
Language: Java - Size: 80.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
macrdel/ml_pt_course
Учебные листы по 'Стохастическому анализу и его приложениях в машинном обучении'
Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
MohamadNesr/KohonenNetwork
A simulation of kohonen self organizing map with neural weights and robotic arm
Language: Python - Size: 3.21 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
vinnik-dmitry07/som
Self-Organizing Map (Kohonen Self-Organizing Feature Map)
Language: Jupyter Notebook - Size: 986 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
ricardograndecros/SOM-TSP
A TSP approach using SOM. Currently work in progress
Language: Python - Size: 21.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
mahsawz/Kohonen_Selft-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.
Language: Python - Size: 295 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
dglttr/dm_seminar_ws2020
Project from seminar "Data Mining in Production"
Language: Jupyter Notebook - Size: 4.4 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
kseniaryabinova/self-organizing_map
Implementation of self-organizing map using OpenMP and CUDA
Language: C++ - Size: 10.8 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
elbosso/nn_multi_lang
Hier versuche ich, verschiedene Programmiersprachen gegenüberzustellen und dabei mehr über sie zu lernen
Language: Java - Size: 50.8 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
Coding-Sunday-Sofia/Kohonen-neural-network
Experiments with Kohonen maps for LSSC'19.
Language: Java - Size: 134 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1
yasinyildirim/SelfOrganizingMaps
Self-organizing maps implementation.
Language: C++ - Size: 423 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0
nvcruzhe/UserBehaviorAnalysisUsingSOM
User behavior analysis using Self Organizing Maps
Language: HTML - Size: 551 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1
Agurato/perceptron-and-friends
TP d'IA du cours de M1 (perceptron, kohonen)
Language: C - Size: 15.3 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0
nQuery512/C_Unsupervised_Learning_Neural_System
Self Organizing Map
Language: C - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0
