- Clone my repository.
- Open CMD in working directory.
- Run
pip install -r requirements.txt - Open project in any IDE(Pycharm or VSCode)
- Run
Fake_News_Det.py, go to thehttp://127.0.0.1:5000/ - If you want to build your model with the some changes, you can check the
Fake_News_Detection.ipynb. - You can check web app is working fine. Sometimes predictions may be wrong.
- This project is just for learning purpose, don't think, it can do work in real time, because model was trained on historic & limited data.
- For real time building of this kind of system, we need updated dataset and we need to build a model in particular interval of time, because news data can be updated in seconds, so our model should be also updated with the data.