🧬 MOA-Prediction

Website featuring drug mechanism-of-action prediction tool, results/dataset analysis, and topic research.

🎬 Preview

Checkout our MOA-Prediction Website live on Vercel

Note

This is a frontend deployment of only the website's static pages, but to use the prediction tool and perform analysis, you need to install and run the project locally.

You can also checkout some Screenshots of the prediction tool on Imgur

⚙️ Installation

1. Clone the repository:

   git clone https://github.com/MoazAlaa7/MOA-Prediction.git
   

2. Download our ML models from:

   https://www.kaggle.com/code/abdelmoneimrehab/autoencoder-neural-network/output?scriptVersionId=178811408
   

Important

Adjust the paths of the models in your flask server code

4. Navigate to project directory

5. Install dependencies:

   # Nextjs dependencies
   npm install
   
   # Flask server dependencies
   pip install <library_name>
   

6. Run the servers

   # Run the Nextjs develpoment server
   npm run dev
   
   # Run the flask server
   python server.py
   

Open http://localhost:3000 on your browser to view the app.

💡 Prediction-Tool Workflow