Utilities
=========

Helper functions and specialized methods for dimensionality reduction.

Data Validation
---------------

.. autofunction:: driada.dim_reduction.data.check_data_for_errors

Sequence Validation
-------------------

.. autofunction:: driada.dim_reduction.sequences.validate_sequence_dimensions

Specialized Methods
-------------------

Maximum Variance Unfolding
^^^^^^^^^^^^^^^^^^^^^^^^^^

.. autoclass:: driada.dim_reduction.mvu.MaximumVarianceUnfolding
   :members:
   :special-members: __init__