README.md

metadata

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.

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.