Wednesday, December 13, 2017

List of TOP Deep Learning packages in R

list of deep learning packages in R

Complete list of Deep Learning package in R

R Package Description
nnet Software for feed-forward neural networks with a single hidden layer, and for multinomial log-linear models.
neuralnet Training of neural networks using backpropagation
h2o R scripting functionality for H2O
RSNNS Interface to the Stuttgart Neural Network Simulator (SNNS)
tensorflow Interface to TensorFlow
deepnet Deep learning toolkit in R
darch Package for Deep Architectures and Restricted Boltzmann Machines
rnn Package to implement Recurrent Neural Networks (RRNs)
FCNN4R Interface to the FCNN library that allows user-extensible ANNs
rcppDL Implementation of basic machine learning methods with many layers (deep learning), including dA (Denoising Autoencoder), SdA (Stacked Denoising Autoencoder), RBM (Restricted Boltzmann machine) and DBN (Deep Belief Nets)
deepr Package to streamline the training, fine-tuning and predicting processes for deep learning based on darch and deepnet
MXNetR Package that brings flexible and efficient GPU computing and state-of-art deep learning to R
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