# mlapp/views.py
from django.http import JsonResponse

def predict(request):
    # Load your machine learning model
    model = load_model()  # Replace with your model loading code

    # Get input data from the request
    input_data = request.GET.get('data')

    # Perform predictions
    prediction = model.predict(input_data)

    # Return the prediction as JSON response
    return JsonResponse({'prediction': prediction})