# deepnet v0.2

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## deep learning toolkit in R

Implement some deep learning architectures and neural network algorithms, including BP,RBM,DBN,Deep autoencoder and so on.

## Functions in deepnet

 Name Description rbm.up Infer hidden units state by visible units rbm.down Generate visible vector by hidden units states dbn.dnn.train Training a Deep neural network with weights initialized by DBN load.mnist Load MNIST DataSet rbm.train Training a RBM(restricted Boltzmann Machine) nn.train Training Neural Network nn.predict Predict new samples by Trainded NN sae.dnn.train Training a Deep neural network with weights initialized by Stacked AutoEncoder nn.test Test new samples by Trainded NN No Results!