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Fake-news Classifier

made-with-python


Web app powered by a Fake news classifier pretrained on LIAR: A Benchmark Datset for Fake News Detection.


Features

  • Scraper and parser that dynamically scrapes latest news from various news providers.

  • Fake news classifier, which checks the authenticity of scraped news articles.

  • Text Summarizer, made using nltk to generate a short summary of the news article.

  • Facebook messenger integration, so that users can get the latest authentic news right on their cellphone.

Facebook Integration



Add-Ons

  • Offline news feed for subscriptions.
  • Daily Mail (yet to be integrated with template).
  • SMS Integration.
  • Blog App Integration.

Installation

  • Install dependencies
        $ pip3 install -r requirements.txt

Contributing

We're are open to enhancements & bug-fixes 😄 Also do have a look here.


Note

  • This project was done under 24 hours with no pre-preparation.

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