.. _layers_section_label:

Core layers
============

Dense
------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Dense
   :members:
   :undoc-members:
   :show-inheritance:

Conv2D
-------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Conv2D
   :members:
   :undoc-members:
   :show-inheritance:

Flatten
--------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Flatten
   :members:
   :undoc-members:
   :show-inheritance:

LSTM
-----------------------------------

.. autoclass:: DLL.DeepLearning.Layers.LSTM
   :members:
   :undoc-members:
   :show-inheritance:

MaxPooling2D
-------------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.MaxPooling2D
   :members:
   :undoc-members:
   :show-inheritance:

RNN
----------------------------------

.. autoclass:: DLL.DeepLearning.Layers.RNN
   :members:
   :undoc-members:
   :show-inheritance:

Bidirectional
----------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Bidirectional
   :members:
   :undoc-members:
   :show-inheritance:

MultiHeadAttention
---------------------------------

.. autoclass:: DLL.DeepLearning.Layers.MultiHeadAttention
   :members:
   :undoc-members:
   :show-inheritance:

Identity
----------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Identity
   :members:
   :undoc-members:
   :show-inheritance:

Add
----------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Add
   :members:
   :undoc-members:
   :show-inheritance:

LayerList
----------------------------------

.. autoclass:: DLL.DeepLearning.Layers.LayerList
   :members:
   :undoc-members:
   :show-inheritance:

Reshape
--------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Reshape
   :members:
   :undoc-members:
   :show-inheritance:

DenseKAN
------------------------
.. autoclass:: DLL.DeepLearning.Layers.DenseKAN
   :members:
   :undoc-members:
   :show-inheritance:


.. _activations_section_label:

Activation layers
==================

ReLU
-----------------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Activations.ReLU
   :members:
   :undoc-members:
   :show-inheritance:

Sigmoid
--------------------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Activations.Sigmoid
   :members:
   :undoc-members:
   :show-inheritance:

SoftMax
--------------------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Activations.SoftMax
   :members:
   :undoc-members:
   :show-inheritance:

Tanh
-----------------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Activations.Tanh
   :members:
   :undoc-members:
   :show-inheritance:

.. _regularisation_layers_section_label:

Regularisation layers
======================

Dropout
-----------------------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Regularisation.Dropout
   :members:
   :undoc-members:
   :show-inheritance:

BatchNormalisation
----------------------------------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Regularisation.BatchNorm
   :members:
   :undoc-members:
   :show-inheritance:

GroupNormalisation
----------------------------------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Regularisation.GroupNorm
   :members:
   :undoc-members:
   :show-inheritance:

InstanceNormalisation
-------------------------------------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Regularisation.InstanceNorm
   :members:
   :undoc-members:
   :show-inheritance:

LayerNormalisation
----------------------------------------------------------------

.. autoclass:: DLL.DeepLearning.Layers.Regularisation.LayerNorm
   :members:
   :undoc-members:
   :show-inheritance: