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NNet

algorithm for study: multi-layer-perceptron, cluster-graph, cnn, rnn, restricted boltzmann machine, bayesian network

Install / Use

/learn @kashimAstro/NNet

README

<b>(Under Construction)</b><br> Study, implementation of various algorithm: multi-layer-perceptron, cluster graph, cnn, rnn<br><br>

Restricted Boltzmann Machine

<ul> <li>Restricted Boltzmann Machine simple data</li> </ul> <b>RBM</b><br> https://en.wikipedia.org/wiki/Restricted_Boltzmann_machine <img src="screen/restricted-boltzmann-machine.jpg"></br>

Mnist convolutional neural network

<ul> <li>Simple MNIST detect number</li> </ul> <b>CNN</b><br> https://en.wikipedia.org/wiki/Convolutional_neural_network <img src="screen/mnist-cnn.png"></br>

Perceptron

<ul> <li>Perceptron</li> <li>Multilayer-perceptron</li> </ul> <b>Single neuron perceptron</b><br> https://en.wikipedia.org/wiki/Perceptron <img src="screen/single-layer-perceptron.png"></br> <b>Multilayer perceptron</b><br> https://en.wikipedia.org/wiki/Multilayer_perceptron <img src="screen/multi-layer-perceptron.png"></br>

Clustering graph

<ul> <li>K-Means</li> <li>Affinity propagation</li> <li>Agglomerative hierarchical</li> </ul> <br> <b>Test K-Means image</b><br> https://en.wikipedia.org/wiki/K-means_clustering <img src="screen/k-means-clustergraph.png"></br> <b>Test agglomerative 2D</b><br> https://en.wikipedia.org/wiki/Hierarchical_clustering <img src="screen/agglomerative-clustergraph.png"></br> <b>Test affinity 2D</b><br> https://en.wikipedia.org/wiki/Affinity_propagation <img src="screen/affinity-clustergraph.png"></br> <br> <!--<b>Test recostruction (under costruction)</b> <img src="screen/recostruction-clustergraph1.png"> <img src="screen/recostruction-clustergraph2.png"> <br>-->

Related Skills

View on GitHub
GitHub Stars24
CategoryDevelopment
Updated4mo ago
Forks1

Languages

C++

Security Score

77/100

Audited on Dec 9, 2025

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