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GitHub topics: kohonen-network

FilipLangiewicz/NeuralNetworks

🧮 Implementations of neural networks algorithms

Language: Jupyter Notebook - Size: 80.7 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

JuliaSzymanska/Artificial-Intelligence

Implementing Artificial Neural Network training process in Python

Language: Python - Size: 1.84 MB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 2

faturita/nnet

Deep Neural Networks from scratch

Language: HLSL - Size: 2.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

MagnusPoppe/self-organizing-maps

Module 4 of the course IT-3105 Artificial intelligence programming at NTNU. Self organizing maps are based on unsupervised, competitive learning. For this project, the neural network is structured after the "Kohonen network".

Language: Python - Size: 125 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 4 - Forks: 1

zahrabashir98/Self-Organized-Map-networks-Implementation

This program implements SOM network and includes amazing visualizations

Language: Python - Size: 1.33 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

GraceSevillano/Visual-Perception-Class-Project

Classification project using Self-Organizing Maps (SOM) to differentiate patients and healthy subjects from marker data, encompassing network construction, training, and testing phases.

Language: Jupyter Notebook - Size: 1.86 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

rupak10987/Neural-Network-Algorithoms

This repository consists of codes regarding different neural network algorithom implementation.

Language: C++ - Size: 2.69 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

fedeboco/neural-networks

86.54 - Basic concepts of neural networks. Hopfield Networks, Ising Model, Simple-Layer Perceptron, Multi-Layer Perceptron, Genetic Algorithms, Kohonen Networks, Simulated Annealing.

Language: MATLAB - Size: 589 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

anselvo/app-time-series-prediction

Time series forecasting using Neural Networks

Language: Java - Size: 26.4 KB - Last synced at: about 2 years ago - Pushed at: about 9 years ago - Stars: 0 - Forks: 0

sumanth-bmsce/Self-Organizing-Maps

A Self Organizing Maps (SOM) or Kohonen Network is a type of Artificial Neural Network that is trained using clustering of datasets. This repo implements SOM using MiniSOM library applied on Iris Dataset and outputs the confusion matrix and clustering accuracy

Language: Python - Size: 49.8 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

jtallar/unsupervised-learning

Unsupervised learning implementations in Python including PCA, Kohonen, Oja and Hopfield.

Language: Python - Size: 6.3 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

vinnik-dmitry07/som

Self-Organizing Map (Kohonen Self-Organizing Feature Map)

Language: Jupyter Notebook - Size: 986 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

rafalpotempa/kohonen-network

🌐 🧠 This project is an implementation of a self-organising map.

Language: Python - Size: 16.6 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

p208p2002/kohonen-network-with-wine-dataset

Unsupervised clustering for the UCI-WINE dataset using Kohonen Network

Language: Python - Size: 2.35 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

artemkanaki/nuro

Library for usage different neuron networks and combine them.

Language: TypeScript - Size: 325 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

Quernest/reduction

📘 dimensionality reduction algorithms

Language: TypeScript - Size: 39.1 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

suresh-pokharel/Neural_Networks

Assignments on Neural Networks

Language: Python - Size: 32.2 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 1