himanshu-03 / Flight-Price-Prediction-Flask

This repository contains the source code for a Flight Price Prediction System, It is a machine learning-based web application that enables users to predict the cost of a flight based on their desired travel details. The project has been integrated with both FastAPI and Flask frameworks.

Flight-Prediction-System

This repository contains the source code for a Flight Prediction System, which is a machine learning-based web application that allows users to predict the cost of a flight based on their desired travel details.

The system is built using Python and FastAPI, and uses a random forest regression model and XGBoost regression model to make predictions based on the user's input. The trained models have been saved as pickle files and are loaded into the Flask app to make real-time predictions.

👀 Screenshots

⚙️ Executing

1.Install the dependencies

pip install -r requirements.txt

2. Run the app.py file in your terminal:

python app.py

3. Run the streamlit_app.py file in your terminal:

streamlit run streamlit_app.py

## 📌 Features / Contributions * Any contributions you make are _greatly appreciated_ * Would be glad to hear about _new features_ to add in the website

🪪 License

This project follows the MIT LICENSE.

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