init.lua

require 'dpnn'
require 'torchx'
dpnn.version = dpnn.version or 0
assert(dpnn.version > 1, "Please update dpnn : luarocks install dpnn")

-- create global rnn table:
rnn = {}
rnn.version = 2
rnn.version = 2.1 -- [get,set][Grad]HiddenState(step)

unpack = unpack or table.unpack

torch.include('rnn', 'recursiveUtils.lua')

-- extensions to nn.Module
torch.include('rnn', 'Module.lua')

-- override nn.Dropout
torch.include('rnn', 'Dropout.lua')

-- for testing:
torch.include('rnn', 'test/test.lua')
torch.include('rnn', 'test/bigtest.lua')

-- support modules
torch.include('rnn', 'ZeroGrad.lua')
torch.include('rnn', 'LinearNoBias.lua')
torch.include('rnn', 'SAdd.lua')
torch.include('rnn', 'CopyGrad.lua')

-- recurrent modules
torch.include('rnn', 'LookupTableMaskZero.lua')
torch.include('rnn', 'MaskZero.lua')
torch.include('rnn', 'TrimZero.lua')
torch.include('rnn', 'AbstractRecurrent.lua')
torch.include('rnn', 'Recurrent.lua')
torch.include('rnn', 'LSTM.lua')
torch.include('rnn', 'FastLSTM.lua')
torch.include('rnn', 'GRU.lua')
torch.include('rnn', 'Mufuru.lua')
torch.include('rnn', 'Recursor.lua')
torch.include('rnn', 'Recurrence.lua')
torch.include('rnn', 'NormStabilizer.lua')

-- sequencer modules
torch.include('rnn', 'AbstractSequencer.lua')
torch.include('rnn', 'Repeater.lua')
torch.include('rnn', 'Sequencer.lua')
torch.include('rnn', 'BiSequencer.lua')
torch.include('rnn', 'BiSequencerLM.lua')
torch.include('rnn', 'RecurrentAttention.lua')

-- sequencer + recurrent modules
torch.include('rnn', 'SeqLSTM.lua')
torch.include('rnn', 'SeqLSTMP.lua')
torch.include('rnn', 'SeqGRU.lua')
torch.include('rnn', 'SeqReverseSequence.lua')
torch.include('rnn', 'SeqBRNN.lua')

-- recurrent criterions:
torch.include('rnn', 'SequencerCriterion.lua')
torch.include('rnn', 'RepeaterCriterion.lua')
torch.include('rnn', 'MaskZeroCriterion.lua')

-- prevent likely name conflicts
nn.rnn = rnn