Index

B

batch_model_predict module

batch_model_predict() (in module batch_model_predict) best_params_from_mlflow() (in module train_insurance_fraud_model)

C

convert_values_to_int_if_possible() (in module utils)

F

format_confusion_matrix() (in module utils)

G

get_best_params() (in module utils)

I

insurance_fraud_model() (in module train_insurance_fraud_model)

K

kaggle_to_local() (in module raw_kaggle_to_gcs)

L

load_data_from_db() (in module make_monitoring_ui_artifacts)

load_model_from_mlflow() (in module make_monitoring_ui_artifacts) local_to_gcs() (in module raw_kaggle_to_gcs)

M

make_evidently_html_dashboards() (in module make_monitoring_ui_artifacts) make_monitoring_ui_artifacts module make_monitoring_ui_artifacts() (in module make_monitoring_ui_artifacts) make_shap_graphs() (in module make_monitoring_ui_artifacts) mock_engine() (in module tests.test_batch_model_predict) mock_env_vars() (in module tests.test_batch_model_predict) mock_model() (in module tests.test_batch_model_predict) mock_read_sql() (in module tests.test_batch_model_predict)

mock_to_sql() (in module tests.test_batch_model_predict) module batch_model_predict make_monitoring_ui_artifacts raw_kaggle_to_gcs serve_flows tests tests.test_batch_model_predict train_insurance_fraud_model utils

P

predict() (in module batch_model_predict)

prep_data_for_shap_graphs() (in module make_monitoring_ui_artifacts) prepare_data_for_evidently() (in module make_monitoring_ui_artifacts)

R

raw_kaggle_to_gcs module

raw_kaggle_to_gcs() (in module raw_kaggle_to_gcs) read_data() (in module train_insurance_fraud_model) read_new_data() (in module batch_model_predict)

S

save_predictions() (in module batch_model_predict) serve_flows module

split_data() (in module train_insurance_fraud_model)

T

test_batch_model_predict() (in module tests.test_batch_model_predict) test_predict() (in module tests.test_batch_model_predict) test_read_new_data() (in module tests.test_batch_model_predict) test_save_predictions() (in module tests.test_batch_model_predict) tests module

tests.test_batch_model_predict module train_insurance_fraud_model module train_model() (in module train_insurance_fraud_model)

U

utils module