https://github.com/streamlit/example-app-zero-shot-text-classifier

https://github.com/streamlit/example-app-zero-shot-text-classifier

Last synced: 5 months ago
JSON representation

• Host: GitHub
• URL: https://github.com/streamlit/example-app-zero-shot-text-classifier
• Owner: streamlit
• License: apache-2.0
• Created: 2022-09-06T09:50:42.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2023-01-12T12:27:12.000Z (over 2 years ago)
• Last Synced: 2025-01-29T10:36:54.751Z (5 months ago)
• Language: Python
• Size: 197 KB
• Stars: 17
• Watchers: 1
• Forks: 44
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        

# 🤗 Zero-shot Text Classifier

[![Streamlit App](https://static.streamlit.io/badges/streamlit_badge_black_white.svg)](https://zero-shot-text-classifier.streamlitapp.com/)

Classify keyphrases fast and on-the-fly with this mighty app. No ML training needed! Create classifying labels, paste your keyphrases, and you're off! 🚀

You can set these labels anything, e.g.:

- `Positive`, `Negative` and `Neutral` for sentiment analysis

- `Angry`, `Happy`, `Emotional` for emotion analysis

- `Navigational`, `Transactional`, Informational for intent classification purposes

- Your product range (`Bags`, `Shoes`, `Boots` etc.)

You decide! 

### About the app

- App created by [Datachaz](https://twitter.com/DataChaz) using 🎈[Streamlit](https://streamlit.io/) and [HuggingFace](https://huggingface.co/inference-api)'s [Distilbart-mnli-12-3](https://huggingface.co/valhalla/distilbart-mnli-12-3) model.

- Deployed on [Streamlit Cloud](https://streamlit.io/cloud) ☁️



### Questions? Comments?

Please ask in the [Streamlit community](https://discuss.streamlit.io).