> For the complete documentation index, see [llms.txt](https://hypergan.gitbook.io/hypergan/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://hypergan.gitbook.io/hypergan/components/gan.md).

# GAN

## Creation

```python
import hypergan as hg
configuration = {...}
gan = hg.GAN(configuration)
```

## Actions

```python
gan.save(file)
gan.load(file)
```

## Properties

```python
gan.batch_size()
gan.channels()
gan.width()
gan.height()
gan.output_shape()

gan.components
gan.inputs
gan.steps

gan.parameters()
```

## Create components

```python
gan.create_component({...}, *args, **kwargs)
```

This will create and attach a GANComponent to `gan.components`