8 results found Sort:

diego-vicente
som-tsp diego-vicente
606
3.9k
mit
116
Solving the Traveling Salesman Problem using Self-Organizing Maps
som tsp tsp-problem tsp-approximation traveling-salesman self-organizing-map
Created 2017-11-06
62 commits to master branch, last one 6 years ago
JustGlowing
minisom JustGlowing
433
1.5k
mit
30
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
som kohonen clustering neural-networks machine-learning manifold-learning outlier-detection self-organizing-map vector-quantization unsupervised-learning dimensionality-reduction
Created 2013-07-03
620 commits to master branch, last one 16 days ago
fcomitani
simpsom fcomitani
39
162
gpl-3.0
2
Python library for Self-Organizing Maps
python kohonen clustering self-organizing-map dimensionality-reduction
Created 2017-05-12
202 commits to main branch, last one about a year ago
felixriese
susi felixriese
23
110
bsd-3-clause
4
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
som python opensource sphinx-doc data-science pypi-package machine-learning self-organizing-map supervised-learning unsupervised-learning semi-supervised-learning
Created 2019-03-26
255 commits to main branch, last one 2 months ago
ANNetGPGPU
ANNetGPGPU ANNetGPGPU
20
108
gpl-3.0
10
A GPU (CUDA) based Artificial Neural Network library
cuda c-plus-plus-11 propagation-network self-organizing-map
Created 2013-06-11
16 commits to master branch, last one 3 years ago
FlorentF9
DESOM FlorentF9
30
96
unknown
5
:globe_with_meridians: Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
som keras clustering autoencoder kohonen-map deep-learning visualization self-organizing-map representation-learning
Created 2019-01-10
33 commits to master branch, last one 10 months ago
cgorman
tensorflow-som cgorman
35
78
mit
9
A multi-gpu implementation of the self-organizing map in TensorFlow
tensorflow neural-networks self-organizing-map unsupervised-learning
Created 2018-02-11
20 commits to master branch, last one 2 years ago
jonghough
jlearn jonghough
13
58
mit
14
Machine Learning Library, written in J
j rbm lstm k-means learning clustering deep-learning knn-classifier machine-learning ensemble-learning gaussian-processes self-organizing-map gaussian-mixture-models hierarchical-clustering principal-component-analysis convolutional-neural-networks multilayer-perceptron-network restricted-boltzmann-machines
Created 2018-07-25
31 commits to master branch, last one about a year ago