Getting Started

In this tutorial we will learn how to:

• Create training data from IceCube i3 files

• Train our neural network model

• Monitor the training progress

• Export and apply our trained model to IceCube i3 files

We will use NuMu NuGen files (first 1010 files of dataset 11883) to train a deep convolutional neural network that will predict the energy of the muon as it enters the convex hull around the IceCube detector.

Let’s get started!