.. _api_ref_data_handling:

Data Handling
=============

.. automodule:: pepbench.data_handling
    :no-members:
    :no-inherited-members:

Core helpers
++++++++++++

.. currentmodule:: pepbench.data_handling

.. autosummary::
   :toctree: generated
   :template: function.rst

    add_unique_id_to_results_dataframe
    compute_improvement_outlier_correction
    compute_improvement_pipeline
    compute_pep_performance_metrics
    correlation_reference_pep_heart_rate
    describe_pep_values
    get_data_for_algo
    get_error_by_group
    get_pep_for_algo
    get_reference_data
    get_reference_pep
    merge_result_metrics_from_multiple_annotators
    merge_results_per_sample_from_different_annotators
    rr_interval_to_heart_rate

Utilities
+++++++++

.. automodule:: pepbench.data_handling.utils
    :no-members:
    :no-inherited-members:

.. currentmodule:: pepbench.data_handling.utils

.. autosummary::
   :toctree: generated
   :template: function.rst

    reindex_empkins
    rename_empkins