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Stan Thornhill's Projects

poolparty-thesaurus-concept-frequency icon poolparty-thesaurus-concept-frequency

Java GUI application that queries our poolparty thesaurus. Allows user to input text and output a list of concepts extracted and their associated frequency count.

sp500-stock-market-prediction-masters icon sp500-stock-market-prediction-masters

Source code for my master's project. I modify the loss function of word2vec and use that to compute the daily aggregate sentiment of tweets. That data is used predict the daily rise and fall of the index.

yelp-extraction-of-pizza-types- icon yelp-extraction-of-pizza-types-

We use DeepDive's lightweight tool DDLite ( http://deepdive.stanford.edu/ ; https://github.com/HazyResearch/ddlite ) to extract types of pizza from yelp reviews

yelp_food_sentiment icon yelp_food_sentiment

Using the yelp academic dataset, word2vec and a bootstrapping approach, we find restaurant menu items that have positive and negative sentiment.

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