GitHub topics: self-organizing-map

Repositories

dashaub/kohonen4j

Kohonen Self-Organizing Maps in Java

Language: Java - Size: 397 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 6

Alhern/SOM

Implementation of the SOM (Self-Organizing Map) algorithm in C based on the paper "Self-Organizing Maps" by Teuvo Kohonen. It uses Ronald Aylmer Fisher's famous Iris dataset.

Language: C - Size: 16.6 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

abhilash-neog/Hyperspectral-Image-Learning

Land resource detection in a HSI using deep learning techniques

Language: Python - Size: 250 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 2

justinlovinger/optimal-py-learning

Python machine learning library using powerful numerical optimization methods.

Language: Python - Size: 890 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 4

tlhr/plumology

Plumology - Tools to analyse biased molecular dynamics simulations

Language: Python - Size: 124 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 2

avh5399/TextAnalysis

This is a project as a part of CMPEN 497 - Introduction to (Physics Assisted) Neural Networks at Penn State for FA20.

Language: Jupyter Notebook - Size: 95.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

RonRaj101/UCI-Digit-Recognition

Java Program Designed to recognise a digit from a 8*8 grid of numbers, Categorisation Task, Completed using 2 Solutions. Euclidean Distance and Self Organising Maps.

Language: Java - Size: 1.35 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

razmik/self-learning-algorithm

Suite of self-learning algorithms.

Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 7

Zalez95/self-organizing-map

Self Organizing Map for my subject of Data Mining of Computer Engineering at the University of Valladolid

Language: TeX - Size: 444 KB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 0

alphagov/govuk-content-similarity 📦

Find similar GOV.UK content to a piece of text or content item

Language: Python - Size: 327 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 3

artifactz/som-tsp

Approximating the travelling salesperson problem with self-organizing maps

Language: Python - Size: 2.93 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

ricardopieper/som-rs

Self Organizing Map in Rust

Language: Rust - Size: 14.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

kianmajl/CIFAR_10_Image_Classification

This project is one of the Computational Intelligence course projects in the spring of 2023, and it includes code related to training neural networks with gradient descent, training neural network using neuroevolution, Neural Architecture Search (NAS), and Self-Organizing Maps (SOM)

Language: Jupyter Notebook - Size: 3.06 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Oliv2398/SOMs-in-astrophysics

Study of galaxy catalogs with Self Organizing Maps

Language: Jupyter Notebook - Size: 180 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

Battleroid/som-python 📦

Basic Self-Organizing Map along 1-dimensional axis.

Language: Python - Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: about 9 years ago - Stars: 0 - Forks: 0

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

zyuan-astro/StarGO-OC

Apply a clustering tool based on self-organizing-map to identify open clusters

Language: Jupyter Notebook - Size: 4.04 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 3

isourav13/Community-Logistics-SOM

This code aims to generate KPIs and graphs for clustering geographical locations based on online shopping orders using a novel framework to optimise delivery using SOM.

Language: Python - Size: 1.32 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ivallesp/somnium

Model explainability and high dimensional visualisation library for Python based on Self-Organising-Maps

Language: Python - Size: 2.53 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

Dotori-HJ/SelfOrganizingMap-SOM

Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.

Language: Python - Size: 7.59 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 40 - Forks: 10

jrzaurin/Topic_Modelling_and_Self_Organizing_Maps

Topic modelling (Latent Dirichlet Allocation) and Self Organizing Maps (in python and R)

Language: Jupyter Notebook - Size: 725 KB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 3

manuasir/SOM-shiny

Self-Organized-Maps Generator in R with Shiny

Language: R - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 2

giannisnik/som

Pytorch implementation of a Self-Organizing Map

Language: Python - Size: 2.93 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 74 - Forks: 25

ruteee/Kohhonen

Parallelization of the self-organizing map (Kohhonen )

Language: C++ - Size: 305 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0

MMj4beer/Credit-Card-Fraud-with-SOMs

fraud detection with SOMs

Language: Jupyter Notebook - Size: 38.1 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

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

khaors/KohonenF03

A fortran 2003 library for Self-Organizing Maps

Language: Fortran - Size: 359 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

qu-gg/vela-glitch-analysis

Repository to hold the code for studying the Vela Pulsar and its Glitch of July 2021 by the Argentine Institute of Radioastronomy

Language: Python - Size: 1.09 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

WilfriedMercier/SOMptimised

An optimised version of sklearn-som with extended functionalities.

Language: Python - Size: 4.99 MB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

davidocmartins/Data_Mining_Project

Developed a Customer Segmentation for a fictional insurance company by using several clustering algorithms. Project done for Data Mining course of Data Science Ms

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

murci3lag0/swinsom

Solar Wind classification using Self-Organizing Maps

Language: TeX - Size: 103 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

ValantisAndreas/Neural-Networks

Lab Exercises for the Neural Networks & Intelligent Systems course @ ECE NTUA

Language: Jupyter Notebook - Size: 9.38 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

volgariver/univerchooser

Кластеризация вузов средствами построения карты Кохонена

Language: Python - Size: 99.6 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

iRath96/som-demo

A demo of self-organizing maps using React, TypeScript and three.js

Language: TypeScript - Size: 84 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 15 - Forks: 3

marccasian/KaryML-Framework

Machine Learning (ML) research within medicine and healthcare represents one of the most challenging domains for both engineers and medical specialists. One of the most desired tasks to be accomplished using ML applications is represented by disease detection. A good example of such a task is the detection of genetic abnormalities like Down syndrome, Klinefelter syndrome or Hemophilia. Usually, clinicians are doing chromosome analysis using the karyotype to detect such disorders. The main contribution of the current article consists of introducing a new approach called KaryML Framework, which is extending our previous research: KarySOM: An Unsupervised Learning based Approach for Human Karyotyping using Self-Organizing Maps . Our major goal is to provide a new method for an automated karyotyping system using unsupervised techniques. Additionally, we provide computational methods for chromosome feature extraction and to develop an intelligent system designed to aid clinicians during the karyotyping process.

Language: Python - Size: 10.2 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 10 - Forks: 0

wiryanatasunardi/Learning-Vector-Quantization-and-Self-Organizing-Map-Project

Language: MATLAB - Size: 176 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

kae4ka/university-hometasks

pandas, numpy, MLP, SGD and shitty code

Language: Jupyter Notebook - Size: 9.74 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

mkaramica/SOM_meshGeneration

Implementation of self-organizing maps for mesh generation

Size: 3.12 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

walfonso-uv/NLPCA-SOM

Clustering using Self-Organizing Maps through Non-Linear Principal Components Analysis - Rainfalls in Southwestern Colombia

Language: MATLAB - Size: 3.26 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 2

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

Codes and Templates from the SuperDataScience Course

Language: Python - Size: 232 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 39 - Forks: 41

pawanmsr/robot-controller 📦

EE671A, Neural Networks

Language: Python - Size: 725 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

arranzropablo/Ingenieria-del-conocimiento 📦

Ingenieria del conocimiento

Language: JavaScript - Size: 3.81 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

marcomicera/smart-door 📦

Movement Recognizer for Smart Doors: Matlab script based on AI algorithms for determing people's movements from RFID signals

Language: MATLAB - Size: 242 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 2

AghilesAzzoug/Upwelling-study

Evaluation of climate multimodel ensembles in the Senegalese-Mauritanian upwelling region: ocean temperature study.

Language: Python - Size: 239 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

Omer-l/CST3170_Laboratory

Classification of items with a Line, Decision Tree. State-Space Search, Genetic Algorithms, Case-Based Reasoning, Self-Organising Maps and much more!

Language: Java - Size: 6.21 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

albertnadal/KohonenNeuralNetwork

C implementation of the Kohonen Neural Network (SOM algorithm)

Language: C - Size: 943 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 1

ishidur/TSPSolver

Neural Network approaches for the Traveling Salesman Problem

Language: Python - Size: 13.9 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 2

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

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

ktomkow/firstKohonen

Basic implementation of Kohonen Map using python 3 and NumPy library.

Language: Python - Size: 249 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

ARRETdaniel/22-2_topicos_Especiais_Heuristicas_e_Complexidade

Solving the Traveling Salesman Problem using Self-Organizing Maps

Language: Python - Size: 9.87 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Arminkhayati/Neural_network_lecture

Neural Network Lecture Projects.

Language: Jupyter Notebook - Size: 6.35 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - 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: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

JRC1995/Self-Organizing-Map

SOM clustering on IRIS dataset

Language: Jupyter Notebook - Size: 70.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 15 - Forks: 11

pretidav/GrowingNeuralGas

GNG algorithm from "A Growing Neural Gas Network Learns Topologies" by Fritzke B.

Language: Python - Size: 23.7 MB - Last synced at: about 2 years 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

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

RafaelMostert/lofar-pink-visualization-tool

Visualize a Self-Organizing Map trained on images of radio sources/galaxies from the LOFAR Two-metre Sky Survey

Language: Python - Size: 116 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Esarant/NTUA-Neural_Networks-21

Repo hosting the notebooks for the assignments of the [fall](google.gr) 21 "Neural Networks and Intelligent Systems" course @ NTUA

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

omarja12/Insurance_Company_Customers_Clustering

Using several clustering algorithm to segment an insurance company customers

Language: Jupyter Notebook - Size: 4.25 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kg571852741/Deep-Learning

DL projects( Boltzmann-Machines, Recurrent Neural Networks, Self_Organizing_Maps)

Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

aourednik/text2landscape

Visualize a corpus of texts as a landscape with the aid of text mining, graph visualization and self-organizing maps

Size: 31 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2

zzmtsvv/ml_sandbox

Language: Jupyter Notebook - Size: 422 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ShounakRay/intelligent-fabric

What's your data shaped like, huh? Fits customized self-organizing maps to any data (yes, literally any data). Identifies hidden patterns, clusters, serves as a stepping stone for active learning...and so much more!

Language: Python - Size: 25.4 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

AdamPiszczek/breast-cancer-diagnosis-using-SOM

presentation of breast cancer diagnosis in mammography using the self-organizing SOM network based on the Mammographic Mass_MLR dataset

Language: R - Size: 16.3 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

tkhan11/Self-Organizing-Maps

Self Organizing Maps

Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

pritamsinha2304/Self-Organizing-Maps-for-Color

This is an implementation of self organizing maps application in case of color shifting

Language: Jupyter Notebook - Size: 1.64 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

adhiiisetiawan/self-organizing-maps-implementation

implementation self organizing maps with dummy data

Language: Jupyter Notebook - Size: 11.7 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

boromir674/so-magic

A python library to infer models of the Self-Organising Maps family, based on structured data.

Language: Python - Size: 702 KB - Last synced at: 24 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

theblackfly/fast-som

A PyTorch implementation of 2D SOM (Self Organizing Map) that runs fast.

Language: Python - Size: 362 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

ansegura7/TSP

Project in Java to solve the Travelling Salesman Problem (TSP). An approximation solution with a self-organizing maps (SOM) is proposed.

Language: Java - Size: 980 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 0

mstaczek/miowad

Implementing Neural Network, Self Organizing Map and Genetic Algorithms in Python numpy.

Language: Jupyter Notebook - Size: 42 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

AkeelMedina22/Self-Organizing-Map

Dimensionality Reduction of World Bank Dataset using Self Organizing Map.

Language: Python - Size: 6.14 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - 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

martin3398/tsp-self-organizing-maps

Traveling Salesman Problem with Self-Organizing Maps

Language: Python - Size: 163 KB - Last synced at: about 2 years ago - Pushed at: almost 3 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

lucasrabiec/NeuralNetworks

Artificial neural networks (BCM, BAM, MLP, SOM, etc.)

Language: C# - Size: 246 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 6 - Forks: 2

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: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

koriavinash1/OscillatoryNetworks

Oscillatory models of FHN

Language: Python - Size: 499 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 2 - 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

rfmmonteiro99/DM-Project-Final

Customer Segmentation using Clustering Algorithms

Language: Jupyter Notebook - Size: 56.5 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

deanone/SON

Native Java implementation of a self-organizing network (SON) for clustering.

Language: Java - Size: 28.3 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 1

Rohit-Jain-2801/Practice_Projects

Data Science Practice Projects

Language: HTML - Size: 228 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 1

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

jiaxiang-cheng/RBF-with-SOM-for-Classification

Two pattern classification problem using Radial Basis Functions (RBF) Neural Networks, with center vectors selected via self-organizing map (SOM) neural networks.

Language: MATLAB - Size: 243 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

flavioeos/SOMPanelData Fork of marcossantos-silva/SOMPanelData

R scripts developed during my FAPITEC/SE/FUNTEC/CAPES Nº 04/2019 PBIC undergraduate research program at Embrapa, featuring the SBC ERBASE PESQBASE 2021 1st place winner project "Self-Organizing Map approach to cluster Brazilian agricultural spatiotemporal diversity".

Language: R - Size: 70.8 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

magnoClovis/Deep-Learning-Projects

Deep Learning projects that I have developed to apply acquired knowledge

Language: Python - Size: 223 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

lionelsamrat10/Deep-Learning-A-to-Z

This repository contains all the Google Colab Notebooks where I have implemented different Neural Networks like ANN, CNN, RNN, and also other Deep Learning models such as Self-organizing Maps, Autoencoders, Boltzmann Machines, etc.

Language: Jupyter Notebook - Size: 5.26 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

camara94/som

Les cartes topologiques ou auto-organisatrices font partie de la famille des modèles dits à «apprentissage non supervisé», c’est-à-dire qui s’appliquent sur des données dont on connaît le domaine sur lequel porte le recueil statistique, mais pour lesquelles les connaissances a priori ne sont pas totalement organisées., les données en groupements «similaires» dont la structure de voisinage peut être matérialisée et visualisable par un espace discret de faible dimension (1, 2 ou 3D) appelé «carte topologique».ordre topologique est un apport supplémentaire permis par les réseaux de neurones à apprentissage non supervisé : les distances entre observations sont directement visibles sur a carte.

Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1