.. _nn:

fairseq2.nn
===========

.. currentmodule:: fairseq2.nn

The neural network module provides building blocks and utilities for creating
transformer-based models and other neural network architectures. It includes
the unified batch layout system, core neural network layers, and various
utilities for efficient neural network operations.

.. toctree::
   :maxdepth: 1

   batch_layout
   embedding
   position_encoder
   normalization
   projection
   residual
   incremental_state
   utils

See Also
--------

* :doc:`../models` - Pre-trained model architectures
* :doc:`../data/index` - Data processing pipelines