# {py:mod}`dawsonia.ml.network.layers`

```{py:module} dawsonia.ml.network.layers
```

```{autodoc2-docstring} dawsonia.ml.network.layers
:allowtitles:
```

## Module Contents

### Classes

````{list-table}
:class: autosummary longtable
:align: left

* - {py:obj}`GatedConv2D <dawsonia.ml.network.layers.GatedConv2D>`
  - ```{autodoc2-docstring} dawsonia.ml.network.layers.GatedConv2D
    :summary:
    ```
* - {py:obj}`FullGatedConv2D <dawsonia.ml.network.layers.FullGatedConv2D>`
  - ```{autodoc2-docstring} dawsonia.ml.network.layers.FullGatedConv2D
    :summary:
    ```
* - {py:obj}`OctConv2D <dawsonia.ml.network.layers.OctConv2D>`
  - ```{autodoc2-docstring} dawsonia.ml.network.layers.OctConv2D
    :summary:
    ```
````

### API

`````{py:class} GatedConv2D(**kwargs)
:canonical: dawsonia.ml.network.layers.GatedConv2D

Bases: {py:obj}`tensorflow.keras.layers.Conv2D`

```{autodoc2-docstring} dawsonia.ml.network.layers.GatedConv2D
```

```{rubric} Initialization
```

```{autodoc2-docstring} dawsonia.ml.network.layers.GatedConv2D.__init__
```

````{py:method} call(inputs)
:canonical: dawsonia.ml.network.layers.GatedConv2D.call

```{autodoc2-docstring} dawsonia.ml.network.layers.GatedConv2D.call
```

````

````{py:method} get_config()
:canonical: dawsonia.ml.network.layers.GatedConv2D.get_config

```{autodoc2-docstring} dawsonia.ml.network.layers.GatedConv2D.get_config
```

````

`````

`````{py:class} FullGatedConv2D(filters, **kwargs)
:canonical: dawsonia.ml.network.layers.FullGatedConv2D

Bases: {py:obj}`tensorflow.keras.layers.Conv2D`

```{autodoc2-docstring} dawsonia.ml.network.layers.FullGatedConv2D
```

```{rubric} Initialization
```

```{autodoc2-docstring} dawsonia.ml.network.layers.FullGatedConv2D.__init__
```

````{py:method} call(inputs)
:canonical: dawsonia.ml.network.layers.FullGatedConv2D.call

```{autodoc2-docstring} dawsonia.ml.network.layers.FullGatedConv2D.call
```

````

````{py:method} compute_output_shape(input_shape)
:canonical: dawsonia.ml.network.layers.FullGatedConv2D.compute_output_shape

```{autodoc2-docstring} dawsonia.ml.network.layers.FullGatedConv2D.compute_output_shape
```

````

````{py:method} get_config()
:canonical: dawsonia.ml.network.layers.FullGatedConv2D.get_config

```{autodoc2-docstring} dawsonia.ml.network.layers.FullGatedConv2D.get_config
```

````

`````

`````{py:class} OctConv2D(filters, alpha, kernel_size=(3, 3), strides=(1, 1), padding='same', kernel_initializer='glorot_uniform', kernel_regularizer=None, kernel_constraint=None, **kwargs)
:canonical: dawsonia.ml.network.layers.OctConv2D

Bases: {py:obj}`tensorflow.keras.layers.Layer`

```{autodoc2-docstring} dawsonia.ml.network.layers.OctConv2D
```

```{rubric} Initialization
```

```{autodoc2-docstring} dawsonia.ml.network.layers.OctConv2D.__init__
```

````{py:method} build(input_shape)
:canonical: dawsonia.ml.network.layers.OctConv2D.build

```{autodoc2-docstring} dawsonia.ml.network.layers.OctConv2D.build
```

````

````{py:method} call(inputs)
:canonical: dawsonia.ml.network.layers.OctConv2D.call

```{autodoc2-docstring} dawsonia.ml.network.layers.OctConv2D.call
```

````

````{py:method} compute_output_shape(input_shapes)
:canonical: dawsonia.ml.network.layers.OctConv2D.compute_output_shape

```{autodoc2-docstring} dawsonia.ml.network.layers.OctConv2D.compute_output_shape
```

````

````{py:method} get_config()
:canonical: dawsonia.ml.network.layers.OctConv2D.get_config

```{autodoc2-docstring} dawsonia.ml.network.layers.OctConv2D.get_config
```

````

`````