google/seq2seq
View on GitHub ↗ ★ 5,619 Python archived
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
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…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? -
…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? -
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 -
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 -
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 -
…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