AirNetH

Learning on Holding in airplane flights with GraphML

Graph Machine Learning in Holding Flights Airspace Prediction

ITA data science challenge 2024

Competition description: https://comp.ita.br/dsc/edicoes/2024/

Live demo at https://airdelay.manoel.dev and final google presentation. The live talk at ITA Engineering Education For The Future event can be watched on youtube (PT-BR).

Setup / Run notebook

Ensure you have pdm installed, then run in the roof of the repository:

pdm install

Then, dvc¹ is installed as dev dependency, you can setup dvc folders running:

pdm run dvc pull

To run later the jupyterlab with the lib dsc2024 installed, run:

pdm notebook

¹ You need proper google drive permisssion to run dvc pull and retrieve datasets. Request permission from some member of the team.

Team

• Manoel Vilela
• Jorge Franco

License

Apache 2.0 license