Signal Hunters – ML Classification
An ensemble ML model for classifying astronomical signals using deep learning.
Built at ML Challenge Hack4Hack 2026
Team 8bit: Parth Kulkarni, Madhura Padalkar
Built with Python, Google Colab, PyTorch, NumPy, Pandas, Scikit-learn
About the project
Our solution uses an ensemble of CNN models and multiple global models to classify astronomical signals. We combine model predictions using weighted probability averaging to improve classification performance.