Let’s build our own language translator using Tensorflow! We’ll go over several translation methods and talk about how Google Translate is able to achieve state of the art performance.
Code for this video:
https://github.com/llSourcell/How_to_make_a_language_translator
Ryan’s Winning Code:
https://github.com/rtlee9/recipe-summarization
Sarah’s Runner-up Code:
https://github.com/scollins83/teal_deer
More Learning Resources:
https://medium.com/@ageitgey/machine-learning-is-fun-part-5-language-translation-with-deep-learning-and-the-magic-of-sequences-2ace0acca0aa
https://www.tensorflow.org/tutorials/seq2seq
https://devblogs.nvidia.com/parallelforall/introduction-neural-machine-translation-with-gpus/
http://neural-monkey.readthedocs.io/en/latest/machine_translation.html
http://blog.systransoft.com/how-does-neural-machine-translation-work/
http://www.wildml.com/2016/01/attention-and-memory-in-deep-learning-and-nlp/
https://blog.altoros.com/enabling-multilingual-neural-machine-translation-with-tensorflow.html
https://www.quora.com/How-can-I-build-a-machine-translation-system
https://blog.heuritech.com/2016/01/20/attention-mechanism/
https://smerity.com/articles/2016/google_nmt_arch.html
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https://www.patreon.com/user?u=3191693
Credits to Biggi Hilmars for the intro tune
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language
1490403380
2017-03-25 00:56:20
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UCWN3xxRkmTPmbKwht9FuE5A
Siraj Raval
606
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