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A general-purpose encoder-decoder framework for Tensorflow

7 mentions on Hacker News by 7 people: 1 story, 6 comments · first 2017-03-13 · latest 2023-10-30

Mentions per year 7 mentions · busiest year 2017 (6)
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  1. …Failing that, Seq2seq predates OpenAI's incorporation: https://google.github.io/seq2seq/ https://github.com/google/seq2seq https://arxiv.org/abs/1409.3215
    comment by smoldesu · 2023-10-30 · in Ask HN: Why is OpenAI still called OpenAI?
  2. …Additionally, TensorFlow has a seq2seq module, and it does come with an attention mechanism. See https://github.com/google/seq2seq/blob/master/seq2seq/models... Anyway, I think the best thing for folks like you and me is to just keep using…
    comment by jamesmishra · 2017-09-23 · in Is deepmind moving back to (py)torch?
  3. They mentioned tensor2tensor, how is this related to another repo: seq2seg: https://github.com/google/seq2seq ? Which one is more general?
    comment by real-hacker · 2017-09-09 · in Transformer: A Novel Neural Network Architecture for Language Understanding
  4. I see - you're talking about a use case like this: https://github.com/google/seq2seq/blob/4c3582741f846a19195ac... I agree that you have to use a tf.while_loop in those cases. But then tf.scan isn't an option, so I don't understand what…
    comment by fdrdrive · 2017-07-15 · in Writing RNNs in Tensorflow
  5. Google has released some framework for translation: https://github.com/google/seq2seq/ DeepMind has also released some framework which also has all the building blocks for translation: https://github.com/deepmind/sonnet
    comment by albertzeyer · 2017-05-09 · in A novel approach to neural machine translation
  6. …where they run extensive hyperparameter search using 250K hours of GPU time. Direct GitHub link: https://github.com/google/seq2seq Arxiv: https://arxiv.org/abs/1703.03906
    comment by visarga · 2017-03-24 · in Google Team Refines GPU Powered Neural Machine Translation
  7. ▲ 54
    Show HN: A general-purpose encoder-decoder framework for Tensorflow
    story by dennybritz · 2017-03-13 · 7 comments