Xav Kearney XavKearney

## rnn_build_model.py
def build_model(batch_size, text_len, vocab_size):
    model = Sequential()
    model.add(Embedding(vocab_size, 512, batch_input_shape=(batch_size, text_len)))
    for i in range(3):
        model.add(LSTM(512, return_sequences=True, stateful=True))
        model.add(Dropout(0.2))
    model.add(TimeDistributed(Dense(vocab_size)))
    model.add(Activation('softmax'))
    return model

## keybase.md

      
        
          
            
              
              1 file
            
          
          
            
              
              0 forks
            
          
          
            
              
              0 comments
            
          
          
            
              
              0 stars
            
          
        
        
          
              
          
          
            
                XavKearney
                / keybase.md
            
            
              Created
              May 13, 2017 13:41
            
              
                Keybase Proof
              
          
        
      
        
  
      
    Keybase proof

I hereby claim:

I am xavkearney on github.
I am xavk (https://keybase.io/xavk) on keybase.
I have a public key ASDozAkLutZU5FlAOUM3_6PQp0iCMuebwnORc7nwdws1ngo

To claim this, I am signing this object:
	def build_model(batch_size, text_len, vocab_size):
	model = Sequential()
	model.add(Embedding(vocab_size, 512, batch_input_shape=(batch_size, text_len)))
	for i in range(3):
	model.add(LSTM(512, return_sequences=True, stateful=True))
	model.add(Dropout(0.2))
	model.add(TimeDistributed(Dense(vocab_size)))
	model.add(Activation('softmax'))
	return model