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NLP text classification using Logistic Regression, TF-IDF, and Streamlit (using GoEmotions dataset)

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Emotion Detector 💬

A ML web app that detects emotions in a sequence of texts using Logistic Regression.

Features

  • Detects 28 different emotions dataset
  • Shows confidence scores for top emotions
  • Built with Streamlit for easy interaction

Tech Stack

  • Python
  • Scikit-learn (Logistic Regression, TF-IDF)
  • Streamlit
  • GoEmotions Dataset

How to Run

pip install streamlit scikit-learn pandas
streamlit run app.py

Demo

Demo Screenshot

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NLP text classification using Logistic Regression, TF-IDF, and Streamlit (using GoEmotions dataset)

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