University of Washington Master of Computer Science & Systems Grad.
Natural language processing, machine learning, mathematics, bioinformatics
- Puyallup, WA
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song_sentiment_analysis
song_sentiment_analysis PublicThis program takes input of song lyrics and classifies the song as happy, relaxed, sad, or angry by two methods. The first method is a Naive-Bayes classifier on a Bag-Of-Words model from the song l…
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adverse_drug_rxns
adverse_drug_rxns PublicBioinformatics data analysis project concerning two data tables (adverse drug rxns per drug, and gene expression data per drug). Here we find drugs that are correlated (or similar in effect) based …
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TokenizationAndTFIDF
TokenizationAndTFIDF PublicExtracts the tokens from text files and ranks based on frequency. The terms are analyzed with TF*IDF and probability.
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