Apppublic

Benjamin-GitHub/Fake-News-Detector

sourceHugging Faceupdated 1y agoView on Hugging Face

4likes

App README

CWNatLatFLASK

This project runs a Flask web app for fake news detection using pre-trained models (Naive Bayes, Random Forest, SVM) and TF-IDF vectors.

🚀 Getting Started

1. Clone the Repository

bash

git clone https://github.com/your-username/CWNLP-FLASK.git
cd CWNLP-FLASK


# Create a Virtual Environment

python -m venv venv
# Activate it:
# For CMD
venv\Scripts\activate.bat
# For PowerShell
.\venv\Scripts\Activate.ps1


# Install Requirements

pip install -r requirements.txt
pip freeze > requirements.txt

# If requirements.txt is missing, install manually:

pip install flask pandas numpy scikit-learn vaderSentiment joblib


# Run the App

http://127.0.0.1:5000/