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How to Generate Your Own Wikipedia Articles (LIVE)

33,347 views 1:11:44

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ChannelSiraj Raval

Description from the creator

We're going to build an LSTM network in Tensorflow (no Keras) to generate text after training on Wikipedia articles. You'll learn how an LSTM cell works programmatically since we'll build one using TF's math functions and how you can parse a similar dataset

Code:
github.com/llSourcell/wiki_generator_live

Dataset: metamind.io/research/the-wikitext-long-term-dep…


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Learning resources:
stats.stackexchange.com/questions/181/how-to-ch…
karpathy.github.io/2015/05/21/rnn-effectiveness/
github.com/jsseely/tensorflow-rnn-tutorial/blob…
chunml.github.io/ChunML.github.io/project/Creat…
deeplearningathome.com/2016/10/Text-generation-…
larseidnes.com/2015/10/13/auto-generating-click…
genekogan.com/works/learning-sequences/

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About this tutorial

Siraj Raval published this 1:11:44 video tutorial. It has been watched 33,347 times on YouTube.

Category
Education
Duration
1:11:44
Views
33,347
Likes
597

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