| import streamlit as st | |
| import pandas as pd | |
| import joblib | |
| st.title("Stress Model") | |
| data = pd.read_excel("C:/Users/eijaz/OneDrive/Desktop/stress_data.xlsx") | |
| posts = st.text_area("Enter your concern") | |
| if st.button("Predict"): | |
| vector = joblib.load("stress.h5") | |
| predictions = vector.transform([posts]) | |
| model = joblib.load("stress_model.h5") | |
| pred = model.predict(predictions) | |
| st.success(pred) | |
| # We need not use conditional statements as its in labels and we didn;t encode it | |