GalaxyZooChallenge

This is my attempt at Galaxy Zoo - The Galaxy Challenge on Kaggle by training a CNN with PyTorch.

My best scores are as follows:

• Individual model score: 0.07972
• Model averaging: 0.07716

There are three main files in this repository:

• PHYS4610 Galaxy Zoo.pdf: Report
• cnn_test.ipynb: Notebook where I split the training dataset into training, validation and testing datasets
• cnn.ipynb: Notebook where I trained the model with the full training dataset