oversample

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hardikasnani / sentiment-analysis-leveraging-lstm

I built Sentiment Analysis models leveraging a deep learning approach utilizing the customer reviews of Amazon products. Since Long Short Term Memory Network (LSTM) is very effective in dealing with long sequence data and learning long-term dependencies, I used it for automatic sentiment classification of future product reviews.

natural-language-processing sentiment-analysis amazon tensorflow sklearn word-embeddings keras lstm recall glove padding product-reviews tokenization smote class-weights oversample

Updated Dec 12, 2022
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savan77 / Transfer-Learning

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Study of methods to counter class-imbalance in deep learning models.

pytorch classification transfer-learning fine-tuning pytorch-cnn imbalance oversample

Updated Aug 28, 2020
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