Tutorials
=========

Step-by-step tutorials for learning piblin_jax.

.. toctree::
   :maxdepth: 2
   :caption: Tutorial Guides

   basic_workflow
   uncertainty_quantification
   custom_transforms
   rheological_models
   advanced_pipelines
   gpu_acceleration

Getting Started
---------------

:doc:`basic_workflow`
    Complete workflow from data loading to visualization

:doc:`uncertainty_quantification`
    Bayesian parameter estimation with uncertainties

:doc:`custom_transforms`
    Creating custom data transformations

:doc:`rheological_models`
    Working with rheological models (Power-law, Arrhenius, Cross, Carreau-Yasuda)

Advanced Topics
---------------

:doc:`advanced_pipelines`
    Advanced pipeline composition patterns - conditional logic, parallel processing,
    dynamic configuration, and reusable pipeline libraries

:doc:`gpu_acceleration`
    GPU acceleration best practices - JIT compilation, batch processing,
    memory management, and performance optimization