Counterfactual queries are now available for new county outcome variables.
New covariates have also been used in the retraining of all the models, so predictions might've changed.
Added automated dropping of covariates from pairs with Spearman's correlation >85 in model training and therefore prediction tasks as well (only a few cases of this sort arise).
Revised the explanation of the counterfactual tool in the notebook in light of changed predictions.
Counterfactual queries are now available for new county outcome variables. New covariates have also been used in the retraining of all the models, so predictions might've changed. Added automated dropping of covariates from pairs with Spearman's correlation >85 in model training and therefore prediction tasks as well (only a few cases of this sort arise).
Revised the explanation of the counterfactual tool in the notebook in light of changed predictions.