Classification, Catboost, Fastapi, Docker, Streamlit.
display_shap_summary(shap_values_cat_train, X_train) def plot_shap(model, data, customer_id, X_train, X_test): # Calculate SHAP values explainer, shap_values_cat_train, shap_values_cat_test = calculate_shap(model, X_train, X_test) # Visualize SHAP values plot_shap_values(model, explainer,