---
title: Tip Prediction Model
emoji: 💰
colorFrom: green
colorTo: lime
sdk: static
pinned: false
---

# 📈 Tip Prediction Machine Learning Model

Yeh ek simple aur accurate Machine Learning model hai jo total bill, gender, smoker status, day, time, aur table size ke hisab se predict karta hai ki customer kitni **Tip (baksheesh)** de sakta hai.

## 🛠️ Tech Stack & Files

- **Model Framework:** Scikit-learn (Python)
- **`final_model.pkl`:** Main trained machine learning model file.
- **`scaler.pkl`:** Data ko normalize karne ke liye standard scaler file.
- **`requirements.txt`:** Is project ko chalane ke liye zaroori libraries.
- **`tips.csv` / `Tip_data_set__.csv`:** Dataset files jinka use karke model train kiya gaya hai.

## 🚀 How to Use Locally

1. Is repository ko clone karein:
   ```bash
   git clone [https://huggingface.co/amirsoahil101/My_first_model.git](https://huggingface.co/amirsoahil101/My_first_model.git)
   ```