# Mentioning

I would like to start by expressing my gratitude to the developer and investor of [quarto](https://quarto.org/).
It was the main tool that was used to create this webpage of my master thesis.
As you can see, it looks quite fancy, offers some nice features, e.g., the interactive 3D plot of tornado.
Next, during the creation of the master thesis, some tools were used extensively.
Without those, the research conducted through this master thesis, would have not been possible.
Among these are, the programming language [Python](https://www.python.org/), the libraries [NumPy](https://numpy.org/), [scikit-learn](https://scikit-learn.org/stable/index.html), [SciPy](https://scipy.org/), [plotly](https://plotly.com/python/), my code editor [vscode](https://code.visualstudio.com/), the free online translator [DeepL](https://www.deepl.com/translator) and many more.
[Python](https://www.python.org/) is great because of its remarkable amount of open-source libraries.
You probably do not calculate any vector or matrix operation without [NumPy](https://numpy.org/).
The documentation, the ease of switching between machine learning algorithms and the vast amount of implemented algorithms is more than impressive: [scikit-learn](https://scikit-learn.org/stable/index.html).
Doing some computational science, [SciPy](https://scipy.org/) is a fantastic friend and also the documentation has improved a lot.
Usually people use [Matplotlib](https://matplotlib.org/) which is understandable, it is a very powerful library.
However, the looks and the interactivity that [plotly](https://plotly.com/python/) offers is incredible.
Regarding my code editor [vscode](https://code.visualstudio.com/), what can I say, I use it for Python, Julia, Java, C++, HTML, CSS, JavaScript, Json, XML, Latex, Markdown, git ..... Having user defined short-keys for nearly everything, writing own add-ons or just downloading all kinds of add-ons from the extension market is undeniably efficient.\newline


Many thanks to professor [Steve Brunton](https://www.youtube.com/@Eigensteve) and [Nathan Kutz](https://www.youtube.com/@NathanKutzAMATH) for their amazing free online lectures and their [data driven book](https://databookuw.com/).
Special thanks to the creator of these beautiful animations, which are used on this website and will be linked to later.\newline

Since I used a lot of free software, I believe it is proper etiquette to mention and acknowledge them.
One important aspect of open source software is the license.
Often it demands that if the source code was modified, a copy of the original license is made available and or a link to the original license is provided.
No modification of the source code happened within this master thesis, neither in the HTML nor in the PDF version.
Listing the tools with their license shall show my gratitude and appreciation for their work.
The latter can be found in  the following table.
It shall provide the name of the tool/library/program and its corresponding license.
The visitor can click on the first link to be directed to the license distributor's site.
The second option, if available, is to click on the second link, which shows the general copies of the licenses within this website.


 **Tool**  | **License** |
-------------|-----------|
 [Python](https://www.python.org/) | [Python license](https://docs.python.org/3/license.html)     |
 [NumPy](https://numpy.org/) | [BSD 3-Clause](https://github.com/numpy/numpy/blob/main/LICENSE.txt) (general copy in [-@sec-chap_Lic])   |
 [scikit-learn](https://scikit-learn.org/stable/index.html) | [BSD 3-Clause](https://github.com/scikit-learn/scikit-learn/blob/main/COPYING) (general copy in [-@sec-chap_Lic])     |
 [SciPy](https://scipy.org/) | [BSD 3-Clause](https://github.com/scipy/scipy/blob/main/LICENSE.txt) (general copy in [-@sec-chap_Lic]     |
 [plotly](https://plotly.com/python/) | [MIT](https://github.com/plotly/plotly.py/blob/master/LICENSE.txt) (general copy in [-@sec-chap_Lic])    |
 [vscode](https://code.visualstudio.com/) | [MIT](https://code.visualstudio.com/license?lang=de) (general copy in [-@sec-chap_Lic])    |
 [DeepL](https://www.deepl.com/translator) | [DeepL free](https://www.deepl.com/pro?cta=header-prices)    |
 [Matplotlib](https://matplotlib.org/) | [Matplotlib license](https://matplotlib.org/stable/users/project/license.html)    |
 [Pandoc](https://pandoc.org/) |  	[GNU GPL v2](https://github.com/jgm/pandoc/blob/main/COPYING.md) (general copy in [-@sec-chap_Lic])   |
 [Bootstrap 5.1](https://getbootstrap.com/docs/5.1/getting-started/introduction/) | [MIT](https://github.com/twbs/bootstrap/blob/v5.1.3/LICENSE) (general copy in [-@sec-chap_Lic])    |
 [Bootswatch 5.1](https://bootswatch.com/) | [MIT](https://github.com/thomaspark/bootswatch/blob/v5/LICENSE) (general copy in [-@sec-chap_Lic])    |
 [Deno](https://deno.com/runtime) | [MIT](https://github.com/denoland/deno/blob/main/LICENSE.md) (general copy in [-@sec-chap_Lic])    |
 [esbuild](https://esbuild.github.io/) | [MIT](https://github.com/evanw/esbuild/blob/main/LICENSE.md) (general copy in [-@sec-chap_Lic])    |
 [Dart Sass](https://sass-lang.com/dart-sass) | [MIT](https://github.com/sass/dart-sass/blob/main/LICENSE) (general copy in [-@sec-chap_Lic])    |
 [Quarto](https://quarto.org/license.html) |  	[GNU GPL v2](https://github.com/quarto-dev/quarto-cli/blob/main/COPYRIGHT) (general copy in [-@sec-chap_Lic])   |
 [LanguageTool](https://languagetool.org/de/) | [LanguageTool free](https://languagetool.org/de/premium)    |
 [Grammarly](https://www.grammarly.com/) | [Grammarly free](https://www.grammarly.com/plans)    |
 [Inkscape](https://inkscape.org/de/) | [GNU GPL v2](https://inkscape.org/about/license/) (general copy in [-@sec-chap_Lic])  |
 [LottiFiles](https://lottiefiles.com/) | [Lottie Simple License](https://lottiefiles.com/page/license) (general copy in [-@sec-chap_Lic])    |
 [dotLottie](https://github.com/dotlottie/player-component) | [MIT](https://github.com/dotlottie/player-component/blob/master/LICENSE) (general copy in [-@sec-chap_Lic])    |
 [Floating UI ](https://github.com/floating-ui/floating-ui) | [MIT](https://github.com/floating-ui/floating-ui/blob/master/LICENSE) (general copy in [-@sec-chap_Lic])    |
 [Tippy.js](https://github.com/atomiks/tippyjs) | [MIT](https://github.com/atomiks/tippyjs/blob/master/LICENSE) (general copy in [-@sec-chap_Lic])    |
 [Latex](https://www.latex-project.org/) | [Latex license](https://www.latex-project.org/lppl.txt)     |
 [Ionicons](https://github.com/ionic-team/ionicons) | [MIT](https://github.com/ionic-team/ionicons/blob/main/LICENSE) (general copy in [-@sec-chap_Lic])   |
 [manypixels](https://www.manypixels.co/free-icons) | [License](https://www.manypixels.co/free-icons)    |
 [giscus](https://github.com/giscus/giscus) | [MIT](https://github.com/giscus/giscus/blob/main/LICENSE) (general copy in [-@sec-chap_Lic])   |
 [hypothesis](https://github.com/hypothesis/h) | [BSD 2-Clause](https://github.com/hypothesis/h/blob/main/LICENSE)    |
 [Feather](https://github.com/feathericons/feather) | [MIT](https://github.com/feathericons/feather/blob/master/LICENSE) (general copy in [-@sec-chap_Lic])  |

: Licenses of used open source tools



### Animations and images
Thank to some special people who uploaded their beautiful work on [LottiFiles](https://lottiefiles.com/). \newline
---

1. The Pakistani Rikschah can be found at [Pak Rik](https://lottiefiles.com/103030-rickshaw-from-pakistan) and my thanks goes [to](https://lottiefiles.com/ranaadeelfarrukh).
Note, this file was modified a bit.
I am a muslim and I am not sure, if I am allowed to have drawings of cartoons included.
It might be that the Almighty asks me, on the day of resurrection, whether I can bring life into these drawings.
Obviously, I cannot give live, thus, to be on the safe side, I removed the driver in the original animation. \newline

1. The [Bismillah animation](https://lottiefiles.com/4098-bismillah-in-the-name-of-allah?lang=de) and my thanks goes [to](https://lottiefiles.com/xylam) \newline

2. The [mosque animiation](https://lottiefiles.com/102940-faisal-mosque?lang=de), thank [you](https://lottiefiles.com/ranaadeelfarrukh) \newline

3. The [paper and pen animation](https://lottiefiles.com/136187-writing-logo?lang=de), thank [you](https://lottiefiles.com/toyr26fkme) \newline

4. The [aircraft animation](https://lottiefiles.com/129292-aeroplane-flying?lang=de), thank [you](https://lottiefiles.com/sn40kz4bhldxzae0) \newline

5. The [rocket animation](https://lottiefiles.com/98970-rocket?lang=de), thank [you](https://lottiefiles.com/knns85xagl). The rocket animation was modfied by me. \newline
---

There is a black board that appears, when hovering over abbreviations. This blackboard was generated using two different icon providers and some modifications: [board](https://www.manypixels.co/free-icons), [star and moon](https://ionic.io/ionicons/).

### Quarto tools
1) [collapse-callout](https://github.com/shafayetShafee/collapse-callout), [MIT](https://github.com/shafayetShafee/collapse-callout/blob/main/LICENSE), (general copy in [-@sec-chap_Lic])
2) [Lightbox](https://github.com/quarto-ext/lightbox), [MIT](https://github.com/quarto-ext/lightbox/blob/main/LICENSE), (general copy in [-@sec-chap_Lic])


