Recurrent Neural Network
backprop_gru
backprop_lstm
backprop_r
backprop_rnn
Binary to Integer
clean_lstm
init_r
clean_rnn
epoch annealing
epoch printing for trainr
init_gru
init_lstm
init_r
init_rnn
Integer to Binary
L1 loss
gru prediction function
gru prediction function
Recurrent Neural Network
Recurrent Neural Network
Recurrent Neural Network
Recurrent Neural Network
update_adagrad
update_r
update_sgd
Implementation of a Recurrent Neural Network architectures in native R, including Long Short-Term Memory (Hochreiter and Schmidhuber, <doi:10.1162/neco.1997.9.8.1735>), Gated Recurrent Unit (Chung et al., <arXiv:1412.3555>) and vanilla RNN.