Utility Functions
====================

The following functions are part of improvelib and should be used to standardize aspects of the workflow.

.. toctree::

   get_y_data <api_utils_get_y_data>
   get_x_data <api_utils_get_x_data>
   get_y_data_with_features <api_utils_get_y_data_with_features>
   get_y_data_in_response <api_utils_get_features_in_y_data>
   determine_transform <api_utils_determine_transform>
   transform_data <api_utils_transform_data>
   build_ml_data_file_name <api_utils_build_ml_data_file_name>
   save_stage_ydf <api_utils_save_stage_ydf>
   build_model_path <api_utils_build_model_path>
   store_predictions_df <api_utils_store_predictions_df>
   compute_performance_scores <api_utils_compute_performance_scores>
   get_common_samples <api_utils_get_common_samples>
   get_common_elements <api_utils_get_common_elements>
   Timer <api_utils_Timer>