tensorflow bert seq2seq dream decoder

tensorflow-seq2seq-dream-decoder

tensorflow + seq2seq Zhou Gong interprets dreams. Implement a dream analysis model through tensorflow seq2seq , tell your梦境(dream) , the model automatically analyzes decode the signs of your dream, and treats metaphysics from a scientific perspective. ^_^

rely

• python >= 3.6
• tensorflow 1.14.0

Data sample

 {
    "dream": "梦到买自行车",
    "decode": "正在对某件事情做出决定，可能会带来不好的后果。"
}
{
    "dream": "梦到买筐子",
    "decode": "预示着近期生活上可能会有大的开销。"
}

**33000+** sample record details

run

train

  $ python3 model.py --task=train 
    --epoch=100 
    --size_layer=256 
    --vocab_file=data/vocab.txt 
    --num_layers=2 
    --learning_rate=0.001 
    --batch_size=16 
    --checkpoint_dir=result

predict

 $ python3 model.py --task=predict 
    --epoch=100 
    --size_layer=256 
    --vocab_file=data/vocab.txt 
    --num_layers=2 
    --learning_rate=0.001 
    --batch_size=16 
    --checkpoint_dir=result

TODO

• add bert

Just For Fun!!