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Material for the hands-on session made at the CTAO-CTAC meeting (Granada, 24-28 April, 2023)

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Gammapy Hands-on 2023

Hands-on session on VHE data analysis

CTAO/CTAC meeting, Granada, April 2023

Table of Contents

  1. Agenda and organisation
  2. Installation and set-up
  3. Learner session
  4. Advanced session

Agenda and organisation

For this hands-on session of Gammapy, we will experience a new format within this 2h slot. The session will be made with two parts:

  • one for learners or beginners
  • one for more advanced users

After having given the instructions to the more advanced users, we will start with the learner part. Then, we will work with the advanced users, making our best to continue to help the beginners.

Installation and set-up

Gammapy installation

The version 1.0.1 of Gammapy will be used. See the Quickstart Setup of the documentation. And download the datasets as explained.

Downloading tutorials

Finally, to get the tutorials for this hands-on gammapy session you can clone this repository on your machine using

git clone /~https://github.com/bkhelifi/CTAO-CTAC_Meeting_Granada_2023.git

To access the tutorials:

cd CTAO-CTAC_Meeting_Granada_2023
jupyter lab

Learner session

General introduction to Gammapy: Gammapy overview

A full 1D (spectral) analysis from A to Z for a point-like extra-Galactic source.

A full 3D analysis from A to Z for an extended Galactic source.

These notebooks are adapted from the ones made my L. Giunti and A. Sinhaa.

Advanced session

We let you start an exercise, and we will then see the solution together.

The objective is to quantify the systematic errors on spectral parameters caused by a possible absolute energy scale bias using simulations.

Here is the exercise:

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Material for the hands-on session made at the CTAO-CTAC meeting (Granada, 24-28 April, 2023)

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