stock prediction using nlp and deep learning

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Post on 07-Jan-2017

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Developed by the Google Brain Team for the purposes of

conducting machine learning and deep neural networks research

Director of AI Research, FacebookFounding Director of the NYU CDS

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Binary classification task. Hence, there are only two labels:

"1" when DJIA Adj Close value rised or stayed as the same;"0" when DJIA Adj Close value decreased.

80%/20% split.

I like pizza

["I", "like", “pizza”, "."]Tokenization

[ "i","like",”pizza”, ".","PAD","PAD"]Model Input

Original Text

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