ryesuafuga/edushield-dropout-predictor

EduShield UG: Student Dropout Risk Predictor

This app predicts the risk of student dropout using an Artificial Neural Network trained on the UCI student dropout dataset.

How it works

• —Input student features in the form.
• —The trained ANN model predicts if the student is at risk of Dropout, likely to Graduate, or is currently Enrolled.

Structure

• —data/ - dataset files
• —model/ - saved models
• —train_ann.py - script for training and saving the ANN model
• —app.py - Gradio app for Hugging Face Spaces or local use

How to run locally

pip install -r requirements.txt
python train_ann.py      # to train the model (run once)
python app.py            # to launch the app