NASA space app challenge 2025

This repository contains solution developed for NASA space app challenge 2025 'A World Away: Hunting for Exoplanets with AI'.

So as to address the challenge we developed an ml-powered web application. We trained a TCN model on data from NASA's exoplanets archive. The model's inferense was developed as a part of the back-end using FastAPI and PyTorch. The front-end part of the application was developed on React. More information about the project and research can be found on NASA space app website.

Project structure

data pipelines

• this module contains pipelines used for data collection and filtration.

ml

• this module contains code used for model training along with model architescture.

web_app

• back_end: this module contains code used for inference and back-end part.
• front_end: this module contains code of front-end part of the application.

Team SpaceWorms

• Ivanna Trofymenko
• Bohdan Boklah
• Kateryna Prylutska
• Denys Stepchyn
• Oleh Zapara
• Volodymyr Shargorodskyy