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

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Study, implementation of various algorithm: multi-layer-perceptron, cluster graph, cnn, rnn

Restricted Boltzmann Machine

  • Restricted Boltzmann Machine simple data
RBM
https://en.wikipedia.org/wiki/Restricted_Boltzmann_machine


Mnist convolutional neural network

  • Simple MNIST detect number
CNN
https://en.wikipedia.org/wiki/Convolutional_neural_network


Perceptron

  • Perceptron
  • Multilayer-perceptron
Single neuron perceptron
https://en.wikipedia.org/wiki/Perceptron


Multilayer perceptron
https://en.wikipedia.org/wiki/Multilayer_perceptron


Clustering graph

  • K-Means
  • Affinity propagation
  • Agglomerative hierarchical

Test K-Means image
https://en.wikipedia.org/wiki/K-means_clustering


Test agglomerative 2D
https://en.wikipedia.org/wiki/Hierarchical_clustering


Test affinity 2D
https://en.wikipedia.org/wiki/Affinity_propagation



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