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CS294_136_Final Submission

CS294_136_Final Submission

 
 

Jordan

Jordan

 
 

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Papers

 
 

kaggle-stocknews

kaggle-stocknews

 
 

michael_zhao_embeddings_and classifier

michael_zhao_embeddings_and classifier

 
 

news_data

news_data

 
 

stock_data

stock_data

 
 

xingyou_song_event_embeddings

xingyou_song_event_embeddings

 
 

README.md

README.md

 
 

Stock Data Collection.ipynb

Stock Data Collection.ipynb

 
 

multi_step_prediction.py

multi_step_prediction.py

 
 

news_reuters_scraper.ipynb

news_reuters_scraper.ipynb

 
 

scrape_yahoo.py

scrape_yahoo.py

 
 

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Deep Learning and Sentiment Analysis on Financial News Articles for Stock Prediction

Final project for Berkeley's CS 294-136: Deep Time Series Learning with Finance Applications

Report: https://arxiv.org/abs/1712.05785

By: Xingyou Song, Michael Zhao, Andrew Tan, Jordan Prosky

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CS 294-136 Deep Time Series Learning Final Project

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