Add LIME to local feature contributions

[zyteka]

For this issue we will add a LIME algorithm option for local feature contributions

This involves the following steps:

1. Add the lime package to the poetry project (poetry add lime)
2. Add lime_feature_contribution.py to explainers/lfc. Follow the documentation for lime and the example of shap_feature_contribution.py to write the produce_explanation(x_orig) (and fit() if needed)
3. Add lime to the possible e_algorithm list in local_feature_contribution.LocalFeatureContribution
4. Write unit tests
5. Add the lime explainer to documentation