---
title: "Flight Duration Predictor"
emoji: "✈️"
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: "3.16.2"
app_file: app.py
pinned: false
---

# Flight Duration Predictor — AutoGluon + Gradio

This is a Gradio web app for predicting flight duration using a tabular AutoGluon model.

## Dataset
The model was trained on the [HW1 Tabular Dataset](https://huggingface.co/datasets/ddecosmo/HW1_Tabular_Dataset).

## Usage
- Use the sliders and dropdown to input flight features.
- Click **Predict** to get the predicted flight duration.

## Example Inputs
1. Stops: 1, Days from Departure: 30, Flight Time: 120 min, Price: 150, Day of the Week: 3, Destination: MCO
2. Stops: 0, Days from Departure: 15, Flight Time: 90 min, Price: 200, Day of the Week: 5, Destination: JFK
3. Stops: 2, Days from Departure: 60, Flight Time: 180 min, Price: 300, Day of the Week: 1, Destination: LAX

## Dependencies
See `requirements.txt`.