HOMEBAP ⚡️

Home Electricity Bill Amount Predictor

To run the application:

1. Download the Repository.
2. In 'app.py', update the MySQL Credentials dictionary with your local or cloud SQL Server credentials.
3. Run 'app.py'.

Tech Stack:

• Python & Libraries:
  • Scikit-Learn - Data Preprocessing | Decision Trees | Linear, Ridge, & Lasso Regression | Grid Search,
  • Matplotlib,
  • Flask,
  • Numpy,
  • Pandas,
  • PyMySQL - Connection to local MySQL Database,
  • Pickle,
  • Secrets - Password Encryption,
  • and a from-scratch EncryptionLibrary.
• HTML/CSS.
• MySQL.

Security Features:

• Password Salting & Hashing.
• Model Direct-URL Access Denial.
• Session Authentication.



--- ML Model ---

Prediction Result :



Top 3 Model Accuracies :




--- Website Preview ---

Landing / Login Page :



Sign-up Page :



Prediction Model Page :



Prediction Result Page :