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ngram-extraction

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HealthyData-Hub / Predicting-Sentiment-Based-on-Drug-Product-User-Reviews-for-Informed-Decision-Making-Part-1

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Review sentiment based on drug user reviews text/ dataset, using a supervised binary text classifier, which will classify user reviews as positive or negative

nlp natural-language-processing sentiment-analysis machine-learning-algorithms wordcloud datascience preprocessing bagofwords baseline-model textclassification dataanalytics ngram-extraction tfidf-vectorizer featureextraction datavisualisation
  • Updated Sep 14, 2023
  • Jupyter Notebook

HealthyData-Hub / Predicting-Sentiment-Based-on-Drug-Product-User-Reviews-for-Informed-Decision-Making-Part-2

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Review sentiment based on drug user reviews text/ dataset, using a supervised binary text classifier, which will classify user reviews as positive or negative

nlp natural-language-processing sentiment-analysis text-classification data-visualization wordcloud datascience bag-of-words preprocessing baseline-model dataanalytics ngram-extraction pytorch-implementation bert-model transformer-architecture bert-fine-tuning xlnet-fine-tuning large-language-models xlnet-model
  • Updated Oct 27, 2023
  • Jupyter Notebook

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