We have created the following tutorials to get you quickly started with using GaMorNet. To look into the details of each GaMorNet function used in these tutorials, please look at the API Documentation.

You can either download these notebooks from GitHub and run them on your own machine or use Google Colab to run these using Google GPUs.

Each Notebook has separate sections on using the Keras and TFLearn modules.

Making Predictions

This tutorial demonstrates how you can use GaMorNet models to make predictions using two images from our SDSS dataset.

Run in Google Colab Open in GitHub

Training GaMorNet

This tutorial uses simulated SDSS galaxies to train a GaMorNet model from scratch.

Run in Google Colab Open in GitHub

Transfer Learning with GaMorNet

This tutorial uses real SDSS galaxies to perform transfer learning on a GaMorNet model trained only on simulations.

Run in Google Colab Open in GitHub