🌍 GDP Prediction App

A simple and interactive web application built with Streamlit that predicts a country's GDP based on economic indicators using a CatBoost Regressor.

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🧠 What it does

• Takes real-time input of economic features
• Loads a trained .cbm CatBoost model
• Predicts the GDP (in USD 💵) with a click

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📌 Features

• ✨ Clean UI with number sliders and input fields
• 🔁 Handles negative inputs where appropriate
• 📦 Lightweight and fast CatBoost model
• 🎯 Returns rounded predictions in currency format

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🛠️ Technologies Used

• Python 🐍
• Streamlit
• Pandas
• CatBoost

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🧪 How to Use Locally

1. Clone this repo:

   git clone https://github.com/your-username/gdp-predictor.git
   cd gdp-predictor
   

2. Install Dependencies: pip install -r requirements.txt

3. Run the app: streamlit run src/app.py