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Used GoEmotions dataset to train a model to recognize emotion in text

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Text Emotion Recognition

A simple text emotion recognition model that classifies emotions from text using the GoEmotions dataset and Naive Bayes. Users can input their own sentences, and the model predicts the emotion.

Features

  • Recognizes 27 emotions from text (admiration, joy, sadness, anger, etc.).
  • User-friendly CLI for inputting text and getting emotion predictions.
  • Visualizes model performance with a confusion matrix.

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Used GoEmotions dataset to train a model to recognize emotion in text

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