ut3_operations
==============


.. py:module:: t3toolbox.backend.ut3_operations

.. autoapi-nested-parse::

   Structural operations on uniform supercore data, and the uniform weighted-layer core ops.

   ``ut3_squash_tails``/``ut3_reverse``, stack/unstack + leaf structure, and the packing seam
   (``pack_vectors``/``unpack_vectors``/``is_packed``/``pack_if_ragged``) behind the
   packedness-mirror convention (user-facing ops mirror the input's packedness).

   The weighted layer (uniform twins of the ragged ``t3_*_weights`` ops, same module split):
   ``ut3_absorb_weights`` / ``ut3_weights_consistent`` / ``ut3_reciprocal_weights`` /
   ``ut3_sqrt_weights`` / ``ut3_concatenate_weights`` / ``ut3_kronecker_weights``. Note this module does
   **not** import the masking layer: weighting and masking are kept apart, and the shared mechanics they
   both need (``prefix_mask``, ``require_concrete_masks``) live in ``common``
   (``docs/contributor/weighted_internals.md``).



Functions
---------

.. toctree::
   :hidden:

   /autoapi/t3toolbox/backend/ut3_operations/ut3_leaf_structure
   /autoapi/t3toolbox/backend/ut3_operations/ut3_squash_tails
   /autoapi/t3toolbox/backend/ut3_operations/ut3_reverse
   /autoapi/t3toolbox/backend/ut3_operations/pack_vectors
   /autoapi/t3toolbox/backend/ut3_operations/unpack_vectors
   /autoapi/t3toolbox/backend/ut3_operations/is_packed
   /autoapi/t3toolbox/backend/ut3_operations/pack_if_ragged
   /autoapi/t3toolbox/backend/ut3_operations/ut3_unstack
   /autoapi/t3toolbox/backend/ut3_operations/ut3_stack
   /autoapi/t3toolbox/backend/ut3_operations/ut3_absorb_weights
   /autoapi/t3toolbox/backend/ut3_operations/ut3_weights_consistent
   /autoapi/t3toolbox/backend/ut3_operations/ut3_reciprocal_weights
   /autoapi/t3toolbox/backend/ut3_operations/ut3_sqrt_weights
   /autoapi/t3toolbox/backend/ut3_operations/ut3_concatenate_weights
   /autoapi/t3toolbox/backend/ut3_operations/ut3_kronecker_weights

.. autoapisummary::

   t3toolbox.backend.ut3_operations.ut3_leaf_structure
   t3toolbox.backend.ut3_operations.ut3_squash_tails
   t3toolbox.backend.ut3_operations.ut3_reverse
   t3toolbox.backend.ut3_operations.pack_vectors
   t3toolbox.backend.ut3_operations.unpack_vectors
   t3toolbox.backend.ut3_operations.is_packed
   t3toolbox.backend.ut3_operations.pack_if_ragged
   t3toolbox.backend.ut3_operations.ut3_unstack
   t3toolbox.backend.ut3_operations.ut3_stack
   t3toolbox.backend.ut3_operations.ut3_absorb_weights
   t3toolbox.backend.ut3_operations.ut3_weights_consistent
   t3toolbox.backend.ut3_operations.ut3_reciprocal_weights
   t3toolbox.backend.ut3_operations.ut3_sqrt_weights
   t3toolbox.backend.ut3_operations.ut3_concatenate_weights
   t3toolbox.backend.ut3_operations.ut3_kronecker_weights