/Fake-News-Detector-Application

Primary LanguageJupyter Notebook

FAKE NEWS DETECTION APPLICATION

This application helps people to check if a news is fake or real, and thereby stay away from the fake news that spreads on social media.

DOCS UI

Preview

  • Add pictures or important highlights from the Project (if any)
  • image image image image

Functionalities

  • It uses NLP techniques to pre-process the news-title.
  • The input is then taken by LSTM model.
  • The model detects if the news is fake or real.
  • The final answer is displayed on web-app using streamlit.

Instructions to run

  • Pre-requisites:

    • Being familiar with any code-editor like VS Code, Pycharm etc, and using command line
    • Open the Project folder in your code-editor

  • Directions to Install

env\scripts\activate
pip install -r requirement.txt
  • Directions to Execute
env\scripts\activate
streamlit run app.py
  • You can check our deployed app here
https://fakenewsds.herokuapp.com/

License

License

Made with ❤️ by DS Community SRM