self-organizing-map · GitHub Topics

diego-vicente / som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

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

Python 3.9 k

1 年前

JustGlowing / minisom

#计算机科学#🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

机器学习 som neural-networks unsupervised-learning manifold-learning self-organizing-map clustering outlier-detection dimensionality-reduction

Python 1.52 k

2 个月前

fcomitani / simpsom

Python library for Self-Organizing Maps

clustering dimensionality-reduction Python self-organizing-map

Python 162

1 年前

felixriese / susi

#计算机科学#SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

机器学习数据科学 Open Source self-organizing-map som Python semi-supervised-learning supervised-learning unsupervised-learning pypi-package sphinx-doc

Python 112

5 个月前

ANNetGPGPU / ANNetGPGPU

A GPU (CUDA) based Artificial Neural Network library

self-organizing-map CUDA c-plus-plus-11

C++ 109

4 年前

0011001011 / vizuka

#计算机科学#Explore high-dimensional datasets and how your algo handles specific regions.

kmeans 机器学习 tsne 可视化数据可视化 data-mining 数据科学 pca self-organizing-map unsupervised-learning big-data

Python 107

7 年前

FlorentF9 / DESOM

#计算机科学#🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization

self-organizing-map clustering 深度学习 autoencoder representation-learning 可视化 Keras som

Python 97

1 年前

giannisnik / som

Pytorch implementation of a Self-Organizing Map

self-organizing-map 神经网络

Python 88

6 年前

cgorman / tensorflow-som

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

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

Python 78

3 年前

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 self-organizing-map

Python 72

6 年前

CarsonScott / HSOM

#计算机科学#Hierarchical self-organizing maps for unsupervised pattern recognition

神经网络 self-organizing-map unsupervised-learning classification classifier artificial 人工智能机器学习 artificial-intelligence-algorithms 深度学习深度神经网络

Python 61

5 年前

jonghough / jlearn

#学习与技能提升#Machine Learning Library, written in J

机器学习 convolutional-neural-networks 深度学习 gaussian-mixture-models gaussian-processes self-organizing-map principal-component-analysis hierarchical-clustering lstm ensemble-learning learning rbm multilayer-perceptron-network knn-classifier clustering

J 59

2 年前

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 bein...

hierarchical-clustering self-organizing-map

Python 46

1 年前