Adding the python scripts to create the machine learning / onnx model…

[StephanieKemna]

…s, including dataset, requirements, and instructions in the README

Description

Resolves #104

Added Python code and instructions for creating the keras and onnx models, for the examples in this repo. The split is a bit different from the other repo, I stuck to the structure here, so there are 2 separate train_model scripts, in each model folder. The utils.py is placed in the examples folder, so both folders/model creation scripts can access it.

Instructions are added to the README in the examples folder, and there is also a requirements file to get the correct packages.

How Has This Been Tested?

Following the instructions I added to README.md, I:

• Tested creation of the wind.onnx model from nothing
• Tested creation of the power.onnx model from nothing

Developer Checklist (before requesting PR review)

• My code follows the style guidelines of this project (I added some ruff ignores to not deal with so many type ignores - these are not core scripts for this repo, just some examples)
• My changes generate no new warnings
• [n/a] Any dependent changes have been merged and published in downstream modules

I have:

• not committed unnecessary formatting changes, thereby occluding the actual changes (e.g. change of tab spacing, eol, etc.)
• made corresponding changes to the documentation
• added change to CHANGELOG.md
• [n/a] added tests that prove my fix is effective or that my feature works (for core features)

Reviewer checklist

I have:

• performed a review of the code
• tested that the software still works as expected
• checked updates to documentation
• checked that the CHANGELOG is updated

[KristofferSkare]

Looks like a good solution to get the code to generate the example onnx files/models into the repo. I think it should be fine just like this since the code seems unmodified.

However, I am a bit unsure if we should add the data used to train the model to the repo since it is pretty easy to download for the user, and this is a bit of a niche thing most users will not do. I think that is the only thing missing before I approve

[KristofferSkare]

Approve as my only comment was discussed and resolved