Notebook demos

[fexfl]

• Added notebook folder with demos for usage and for performance
• Usage demonstration output is currently just printed, find a way to visualize this better in the future

[fexfl]

This addresses #40 and #42, but further work is needed to visualize the results better

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 93.47%. Comparing base (873c0a7) to head (3e0dd91).
Report is 1 commits behind head on main.

Additional details and impacted files

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##             main      #50   +/-   ##
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  Coverage   93.47%   93.47%           
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  Files           4        4           
  Lines         383      383           
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  Hits          358      358           
  Misses         25       25           

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[iulusoy]

I added some remarks and description for the demo notebook. Please address the remarks in the performance notebook. For the performance, we would also like to try batching for the transformers pipeline (see latest issue, that would be a new PR).

Can you make sure to use precommit hooks, so that the jupyter notebook output is cleared when you commit to the repo (execute pre-commit install in your directory).

[sonarqubecloud]

Quality Gate passed

Issues
2 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud

[sonarqubecloud]

Quality Gate passed

Issues
1 New issue
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud