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NJACKWinterOfCode / Fake-News-Detector

Real versus fake news
MIT License
2 stars 11 forks source link
keras-neural-networks keras-tensorflow neural-network python3 tensorflow

readme

Fake-News-Detector

Prerequisites:

  1. Any Python IDE.
  2. Keras using Tensorflow backend
  3. For natural language processing I have used spacy. For spacy documentation, check https://spacy.io/usage/

Setup

pip install -r requirements.txt

About:

This is an ongoing project that tries to classify real and fake news through ANNs using Keras API. Three data files in .csv format are available to train or test models.

Run:

Linux:

  1. Open terminal, cd into the folder and run python fake.py.

Windows:

  1. Run using any IDE. (I use spyder from Anaconda), or
  2. Open command prompt or anaconda prompt as administrator, to download anaconda, check https://www.anaconda.com/download/ .
  3. cd into the folder and run python fake.py.

Mac OS:

  1. Run using any IDE. (I use spyder from Anaconda), or
  2. Open terminal, cd into the folder and run python fake.py.

Contributing guidelines:

Before working on an issue, please let it be known that you're working on it by commenting on the issue itself. While making a pull request, please refer to the issue you worked on by using the "#" key. Go through the guidelines for further details.