README.md

metadata

title: Energy Consumption Estimator
emoji: ⚡
colorFrom: green
colorTo: blue
sdk: streamlit
sdk_version: 1.43.1
app_file: main.py
pinned: false

Energy Consumption Estimator

This Streamlit app estimates energy consumption based on client attributes using a machine learning model.

Features

• User-friendly web interface
• Form-based input for client information
• Instant energy consumption estimation
• Responsive design that works on desktop and mobile

Input Parameters

• Age: Client's age
• Marital Status: Single, Married, Separated, Divorced, Widowed, or Other
• Day/Night Consumption: Current consumption value
• Income Level: Income bracket
• Dwelling Area: Type of area where the client lives
• Children: Whether the client has children
• Solar Panel: Whether the client has solar panels
• Attitude Towards Sustainability: Client's attitude towards sustainability
• Tariff: Type of tariff plan

Important Note

For the app to function properly, you need to upload the following files to this Space:

• model.pickle (your trained model)
• encoder.pickle (your encoder)

These files should be placed in the same directory as main.py.