Prepare RTDIP demo

[luccalb]

User Story

1. As an AMOS PO
2. I want to demo our RTDIP components in a visually appealing way
3. So that people who are unfamiliar with the project get an idea of what it does

Additional context

• We (the POs) will have to demo the project on "mid-project review" (27.11.2024) and on AMOS demo day (05.02.2025)
• One way to make the demo visually appealing could be to plot some data before and after transformation by our components in a Jupyter notebook

Acceptance Criteria

• There exists a demo folder in the repository
• The repository contains a script/jupyter notebook that can be executed
• In the demo the RTDIP library is imported, the same way a real RTDIP engineer would do it
• The data source is free of choice (doesn't have to be Shells data) but should be directly available, either checked into the repository or through a private link
• During the demo plots are shown, not only logs or dataframes are printed out, to make it visually appealing and easier to understand for project outsiders
• Make it as easy as possible for a non-technical PO, ideally just "one click"

Definition of Done

• Test cases have been created and are running successfully
• Documentation for the new component was added
• Github Actions are running without errors

[Timm638]

@sanalmert @luccalb
What software are you using to view Phython Notebooks?

[luccalb]

usually jupyter notebook in vs code or pycharmAm 13.11.2024 13:59 schrieb Timm638 ***@***.***>: @sanalmert @luccalb What software are you using to view Phython Notebooks? —Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you were mentioned.Message ID: ***@***.***>

[Timm638]

@luccalb @sanalmert
I've drafted up the plots for all components and put it into the notebook located in the respective branch.
Are the plots okay for the upcoming demo? Or should I change something?

[luccalb]

@Timm638 @chris-1187 Could you add the ARIMA, and data imputation to the demo as well? I think they are our most "impressive" components.

[Timm638]

I finished adding both showcases to the demo.

[luccalb]

@FelipeTrost I think linear regression is the only component missing in the demo now. It's not a must, but would definitely be cool to show :)