Adding license badge and citation paragraph

Author: ansantam

README.md

@@ -1,32 +1,39 @@
-# Material for this tutorial
+# Tutorial on introduction to Bayesian optimization
+[![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)
+
+- [Download the repository](#download-the-repository)
+- [Getting started](#getting-started)
+- [Running the tutorial](#running-the-tutorial)
+
+## Material for this tutorial
 - The theoretical lecture can be found here
 - The tutorial in slide form is here
 
-# Installation instructions
+## Download the repository
 
-## Get the repository with Git
+### Get the repository with Git
 You will need to have Git previously installed in your computer.
 To check if you have it installed, open your terminal and type:
 
 ``` bash
 git --version
 ```
 
-### Git installation in mac
+#### Git installation in mac
 
 ``` bash
 brew update
 brew install git
 ```
 
-### Git installation in linux
-#### Ubuntu/Debian
+#### Git installation in linux
+In Ubuntu/Debian
 
 ``` bash
 sudo apt install git
 ```
 
-#### CentOS
+In CentOS
 
 ``` bash
 sudo yum install git
@@ -38,15 +45,15 @@ git clone https://github.com/machine-learning-tutorial/bayesian-optimization.git
 cd bayesian-optimization
 ```
 
-## Get the repository with direct download
+### Get the repository with direct download
 Open your terminal, go to your desired directory, and type:
 ``` bash
 wget https://github.com/machine-learning-tutorial/bayesian-optimization/archive/refs/heads/main.zip
 unzip main.zip
 cd bayesian-optimization
 ```
 
-## Install required libraries in a virtual environment
+## Getting started
 You need to install the dependencies before running the notebooks.
 
 ### Using conda
@@ -88,3 +95,10 @@ jupyter lab
 ```
 
 Alternatively, you can use supported Editor to run the jupyter notebooks, e.g. with VS Code.
+
+## Citing the tutorial
+This tutorial is registered [Zenodo](https://zenodo.org/), which means that there is a DOI for each code release. 
+Please use this DOI when citing this code:
+
+## Disclaimer
+The content of this repository was developed by the [AI4Accelerators team](https://www.ibpt.kit.edu/AI4Accelerators.php) at the [Institute of Beam Physics and Technology (IBPT)](https://www.ibpt.kit.edu/), [Karlsruhe Institute of Technology](https://www.kit.edu/english/).