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Dec 30, 2019 - Python
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som
Here are 155 public repositories matching this topic...
Solving the Traveling Salesman Problem using Self-Organizing Maps
machine-learning
clustering
som
neural-networks
dimensionality-reduction
outlier-detection
unsupervised-learning
manifold-learning
self-organizing-map
vector-quantization
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Jan 25, 2022 - Python
NeuPy is a Tensorflow based python library for prototyping and building neural networks
deep-neural-networks
deep-learning
neural-network
tensorflow
som
artificial-neural-networks
rbm
deeplearning
neupy
sofm
hopfield
lvq
boltzmann-machine
pnn
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Jan 13, 2022 - Python
Log Anomaly Detection - Machine learning to detect abnormal events logs
kubernetes
log
word2vec
machine-learning-algorithms
som
artificial-intelligence
stream-processing
gensim
anomaly-detection
aiops
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Apr 30, 2021 - Jupyter Notebook
Self organizing Kohonen map in Python with periodic boundary conditions
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Jul 22, 2021 - Python
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
python
data-science
machine-learning
opensource
som
supervised-learning
semi-supervised-learning
unsupervised-learning
sphinx-doc
self-organizing-map
pypi-package
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Dec 11, 2021 - Python
Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.
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Apr 22, 2019 - Python
Implementation of SOM and GSOM
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Mar 26, 2018 - Jupyter Notebook
visualization
deep-learning
clustering
som
keras
autoencoder
kohonen-map
representation-learning
self-organizing-map
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May 21, 2020 - Python
Recursive Self-Organizing Map/Neural Gas.
machine-learning
unsupervised
cython
som
ng
recurrent-neural-networks
kohonen
recsom
neural-gas
plsom
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Apr 1, 2021 - Python
Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.
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Feb 13, 2019 - Python
Using Self-Organizing Maps for Travelling Salesman Problem
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Dec 8, 2016 - Python
Rust library for Self Organising Maps (SOM).
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Oct 14, 2020 - Rust
Huge-scale, high-performance flow cytometry clustering in Julia
clustering
som
artificial-intelligence
neural-networks
immunology
self-organizing-map
large-scale
cytof
flow-cytometry
mass-cytometry
cytometry
clustering-methods
artifical-neural-network
huge-scale
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Feb 17, 2022 - Julia
Fast embedding ot multidimensional datasets, great for cytometry data
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Nov 12, 2021 - R
Efficient Self-Organizing Map for Sparse Data
python
cli
algorithm
som
thread
openmp
parallelism
sparse-data
batch
libsvm-format
self-organizing-map
neural-nets
python-documentation
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Nov 27, 2020 - C++
Growing Hierarchical Self-Organizing Map (GHSOM) implementation in C++
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May 1, 2017 - C++
benchmarking
clustering
som
performance-metrics
self-organizing-map
topographic-metrics
clustering-metrics
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Jun 26, 2020 - Python
Parallelized rotation and flipping INvariant Kohonen maps
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Jun 23, 2021 - Jupyter Notebook
EE7207 Neural & Fuzzy Systems
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Jan 14, 2021 - Python
FlowSOM algorithm in Python, using self-organizing maps and minimum spanning tree for visualization and interpretation of cytometry data
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Dec 16, 2019 - Python
A basic implementation of a Kohonen map in JavaScript
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Feb 12, 2022 - TypeScript
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Feb 4, 2022 - Scala
TRIQS-based Stochastic Optimization Method for Analytic Continuation
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Feb 17, 2022 - C++
My notes for Prof. Klaus Obermayer's "Machine Intelligence 2 - Unsupervised Learning" course at the TU Berlin
hmm
kde
clustering
som
pca
expectation-maximization
lle
mixture-model
density-estimation
ica
kernel-pca
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Jan 15, 2022 - TeX
Pytorch extension implementing LISSOM network and Topographica features
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Oct 21, 2018 - Python
tsuno0829
commented
Jun 11, 2020
現状,SOMの学習過程を観測データに対してもすべて表示するようにしているが,3次元の観測データを描画するとplotlyの処理がとても重たいため,Webアプリ全体の動作が遅くなってしまっている.
改善方法として,1. javascriptの他の描画ライブラリに移行する,2. plotlyの処理がより軽量になるように書き換えるなどが挙げられる(このあたりについて,全く詳しくないのでいい方法があれば是非教えていただきたい).
また一時的な対応策として,観測データのON,OFFをユーザで切り替えられるようにできるとよいかもしれない.
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(Same issue than in Newspeak, see https://groups.google.com/forum/#!msg/newspeaklanguage/PJeOLjxq_yA/ND3Jel_nAQAJ)
As per Newspeak spec, a call to a primary factory method should return a new instance of a given class. Sometimes it doesn't, as in:
where a call to
WhatDoesNewReturn new
will returnnil
instead of an i