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Machine learning-based fake news detection using LSTM implemented as a web application using streamlit and python.

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CYRIM: Fake News Detector

  1. How to get the csv files
    i.   Download Datasets.rar
    ii.  Extract to same directory
    iii. Keep True.csv and Fake.csv at programs folder
  1. Install necessary libraries
    pip install --upgrade tensorflow-gpu==2.0
    pip install streamlit
    pip install plotly
    pip install --upgrade nbformat
    pip install nltk
    pip install spacy
    pip install WordCloud
    pip install gensim
  1. Run setup.py
    streamlit run setup.py
  1. Run cyrim.py
    streamlit run cyrim.py

Ensure both these files are on same folder

demo link: https://www.youtube.com/watch?v=dHDgCRXyUeY

Note: Visualize the working using Fake_News_ML.ipynb ( download True.csv and Fake.csv before ) from Colab

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Machine learning-based fake news detection using LSTM implemented as a web application using streamlit and python.

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