app.py

import gradio as gr
import joblib

model=joblib.load('model.joblib')

input1=gr.Number(label='Fleece')
input2=gr.Number(label='Silk')
input3=gr.Number(label='Cotton')
output=gr.Textbox(label='Output')

def predict(fleece,silk,cotton):
    pred=model.predict([[fleece,silk,cotton]])
    return pred[0]

gr.Interface(fn=predict,inputs=[input1,input2,input3],outputs=output).launch()