Implementation: Stylex Features

[xehu]

Features from Stylex: https://aclanthology.org/2023.eacl-main.208.pdf

Note: You'll want to add the paper to the Index in the Master Doc!

• Copy the Template. Go to the Feature Wiki and Copy/Paste the Feature Template into a new page.

• Fill out the Template. Fill out the basic information for the feature in the template. Use the template to document your plan for implementation and major design decisions; if anything changes along the way, update the documentation as you go.

• Create a new Feature file. Create a new file in the folder feature_engine/features. The name of the file should be NAME_features.py, where NAME is the name of your feature.

• Code your feature. Write the code for the feature.

• Evaluate/Unit Test. Come up with a method of evaluating your feature. How do you know that the feature is 'correct?' For simple features, this may be trivial; for more complex ones, you may need to break down each sub-function and unit test them separately, or validate on external data. Add your unit tests to feature_engine/test_featurize.py.