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To run install all modules in 'requirements.txt' and run 'python -m spacy download en_core_web_lg'. Run the driver program to: 1. Load data 2. Preprocess tweets 3. Extract bag-of-word features 4. Train and test a Naive Bayes model on bag-of-words features 5. Train and test a Naive Bayes model on bag-of-words features with stocks as an additional feature 6. Train and test LinearSVC, MultiNomial NB with TFIDF, PolySVC, and RbfSVC using k-fold cross validation with stocks as an additional feature 7. Train and test LinearSVC, MultiNomial NB with TFIDF, PolySVC, and RbfSVC using k-fold cross validation with stocks as an additional feature 8. Extract tweet2vec features 9. Train and test a Naive Bayes model on tweet2vec features 10. Train and test a Naive Bayes model on tweet2vec features with stocks as an additional feature 11. Train and test LinearSVC, PolySVC, and RbfSVC using k-fold cross validation 12. Train and test LinearSVC, PolySVC, and RbfSVC using k-fold cross validation with stocks as an additional feature
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