Provide CLI for easier interaction with NiaAML

[firefly-cpp]

[sisco0]

I've just submitted a Pull Request (#92) as a draft version for the enhancement of the NiaAML library with a new command-line interface. This preliminary version introduces several basic commands (load_data, setup_classifier, and optimize_pipeline) to interact with the library's functionalities through a CLI.

It's important to note that this submission is a draft version. Due to certain constraints, I am unable to continue with the full implementation at this time. The current version lays down the foundational structure and demonstrates the basic concept. However, it requires further development and refinement to reach its full potential.

I believe this feature could greatly enhance the usability and accessibility of NiaAML, and I encourage other developers to contribute to its completion. Your expertise and contributions can help bring this initial idea to fruition, shaping it into a robust and user-friendly feature.

If you have ideas, improvements, or the capacity to develop this feature further, please feel free to build upon this initial draft. Any input or contributions are highly welcome, and I'm looking forward to seeing how this evolves with the community's collaborative efforts.

[LaurenzBeck]

I was not aware that there is an interpreter feature in pythons cmd module 🤓

The idea of a shell is interesting, but a bit unconventional. The package API is already very simple. There is little to no logic to perfrom, its mainly:

1. load dataset
2. optimize pipeline
3. save pipeline
4. (optional) apply optimized pipeline to new/test data

Given that a use always performs these actions in order, I woulld consider simplifying the proposal to a command line tool with just two commands optimize and infer.

For such tools, I can recommend the very modern tool typer.

If you want @firefly-cpp , I could propose such a CLI script.

[firefly-cpp]

Good idea! Please proceed with the "typer".