Compare mc

[jasonho-lynx]

• Added compare.html.jinja template
• Added ModelCardToolkit.compare_model_cards() and its prerequisite methods.
• Added a ModelCardToolkit._get_jinja_template() method, modified existing rendering steps to use this
• Cleaned up ModelCard.get_test_results(), which is used in Github Actions (recall # TODO: clean up this mess lol knew I missed out some cleanups previously but just couldn't remember)

Sample Usage

Open up an example notebook, run all cells, then at the end, run a new cell with this:

from copy import deepcopy

# mc is the existing model card created from the example notebook
mc2 = deepcopy(mc)
mc2.model_details.name = 'another credit card model'

comparison = mct.compare_model_cards(mc, mc2)
display.display(display.HTML(comparison))

A plain h1 tag will be rendered if no similarities are found:

nothing = mct.compare_model_cards(mc, ModelCard())
display.display(display.HTML(nothing))

# returns '<h1 style="text-align: left;"> No common reports found </h1>'

[timlrx]

how about assigning to template_path: str = _DEFAULT_UI_TEMPLATE_FILE? Then no need for template_file_name

[jasonho-lynx]

template_path takes more than just the file name constant though, if you see line 226-229 of the old version of this file:

        if not template_path:
            template_path = os.path.join(
                self._mcta_template_dir, _DEFAULT_UI_TEMPLATE_FILE
            )

[timlrx]

In that case, it was a dir and file. In this case, if you are just using path then there's no need for file_name