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Create the partial dependence plots pdp_iso = pdp.pdp_isolate(model=rf_regressor, dataset=X_train, model_features=X_train.columns, feature=features) # Visualize the partial dependence plots fig, axes = pdp.pdp_plot(pdp_iso, features, figsize=(10, 5)) This code snippet assumes that you have loaded