.. _examples_gallery:

===============
Example Gallery
===============


Algorithms
==========
These examples demonstrate how to use the algorithms provided by pepbench.

.. nbgallery::
    :caption: Q-Peak Detection
    :name: q-peak-detection
    :glob:

    _notebooks/Q_Peak_Detection_Example
    _notebooks/Q_Peak_Plotting_Example


.. nbgallery::
    :caption: B-Point Detection
    :name: b-point-detection
    :glob:

    _notebooks/B_Point_Detection_Example
    _notebooks/B_Point_Plotting_Example


Pipeline
========
These examples demonstrate how to combine Q-Peak and B-Point detection algorithms to create a PEP extraction pipeline.

.. nbgallery::
    :caption: PEP Extraction Pipeline
    :name: pep-extraction-pipeline
    :glob:

    _notebooks/PEP_Extraction_Pipeline_Example


Dataset
=======
This example demonstrates how to load and inspect the packaged example dataset.

.. nbgallery::
    :caption: Example Dataset
    :name: example-dataset
    :glob:

    _notebooks/Example_Dataset

Evaluation
==========
This example demonstrates how to evaluate the performance of a detection algorithm using a dataset with known annotations.

.. nbgallery::
    :caption: Evaluation
    :name: evaluation
    :glob:

    _notebooks/Evaluation_Example


Evaluation Challenges
=====================
These examples demonstrate how to evaluate the performance of PEP extraction pipelines.

.. nbgallery::
    :caption: PEP Extraction Evaluation
    :name: pep-extraction-evaluation
    :glob:

    _notebooks/PEP_Extraction_Evaluation_Example