Tutorials
=========

Step-by-step tutorials for using DeepCausalMMM.

.. toctree::
   :maxdepth: 2

   basic_mmm_workflow
   dag_notears

Available Tutorials
-------------------

* :doc:`basic_mmm_workflow`: Complete end-to-end MMM workflow with synthetic data
* :doc:`dag_notears`: DAG structure learning — triangular default and opt-in NOTEARS mode (v1.0.21+)

Coming Soon
-----------

* **Custom Configuration**: How to customize the model configuration for different use cases
* **Real-World Examples**: Industry-specific use cases and best practices