https://github.com/aakanksha1406/fake-news-classifier

to identify when an article might be fake news
https://github.com/aakanksha1406/fake-news-classifier

keras lstm lstm-neural-networks nltk python scikit-learn tensorflow

Last synced: 27 days ago
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to identify when an article might be fake news

• Host: GitHub
• URL: https://github.com/aakanksha1406/fake-news-classifier
• Owner: aakanksha1406
• Created: 2024-08-07T20:34:34.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-09-04T14:09:08.000Z (2 months ago)
• Last Synced: 2024-09-23T06:03:27.983Z (about 1 month ago)
• Topics: keras, lstm, lstm-neural-networks, nltk, python, scikit-learn, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 12.6 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Fake-News-Classifier

**Dataset Source:** https://www.kaggle.com/c/fake-news/data

### Libraries

- pandas

- matplotlib

- keras

- tensorflow

- scikit-learn

- nltk

### Neural Network

LSTM Network

  

**Accuracy:** 93.00 (Train more than 40 epochs)