`clinicadl.networks.config`¶

Config classes for ClinicaDL neural networks.

Build your own neural network¶

`MLPConfig`	Config class for `clinicadl.networks.nn.MLP`.
`ConvEncoderConfig`	Config class for `clinicadl.networks.nn.ConvEncoder`.
`ConvDecoderConfig`	Config class for `clinicadl.networks.nn.ConvDecoder`.
`CNNConfig`	Config class for `clinicadl.networks.nn.CNN`.
`GeneratorConfig`	Config class for `clinicadl.networks.nn.Generator`.
`AutoEncoderConfig`	Config class for `clinicadl.networks.nn.AutoEncoder`.
`VAEConfig`	Config class for `clinicadl.networks.nn.VAE`.
`MLPOptions`	Config class for `mlp_args` of `CNNConfig`, `GeneratorConfig`, `AutoEncoderConfig`, and `VAEConfig`.
`ConvEncoderOptions`	Config class for `conv_args` of `CNNConfig`, `AutoEncoderConfig`, and `VAEConfig`.
`ConvDecoderOptions`	Config class for `conv_args` of `GeneratorConfig`.

Common neural networks¶

`UNetConfig`	Config class for `clinicadl.networks.nn.UNet`.
`AttentionUNetConfig`	Config class for `clinicadl.networks.nn.AttentionUNet`.
`DenseNetConfig`	Config class for `clinicadl.networks.nn.DenseNet`.
`ResNetConfig`	Config class for `clinicadl.networks.nn.ResNet`.
`SEResNetConfig`	Config class for `clinicadl.networks.nn.SEResNet`.
`ViTConfig`	Config class for `clinicadl.networks.nn.ViT`.

From literature¶

DenseNets¶

`DenseNet121Config`	Config class for `clinicadl.networks.nn.DenseNet121`.
`DenseNet161Config`	Config class for `clinicadl.networks.nn.DenseNet161`.
`DenseNet169Config`	Config class for `clinicadl.networks.nn.DenseNet169`.
`DenseNet201Config`	Config class for `clinicadl.networks.nn.DenseNet201`.

ResNets¶

`ResNet18Config`	Config class for `clinicadl.networks.nn.ResNet18`.
`ResNet34Config`	Config class for `clinicadl.networks.nn.ResNet34`.
`ResNet50Config`	Config class for `clinicadl.networks.nn.ResNet50`.
`ResNet101Config`	Config class for `clinicadl.networks.nn.ResNet101`.
`ResNet152Config`	Config class for `clinicadl.networks.nn.ResNet152`.

Squeeze-and-Excitation ResNets¶

`SEResNet50Config`	Config class for `clinicadl.networks.nn.SEResNet50`.
`SEResNet101Config`	Config class for `clinicadl.networks.nn.SEResNet101`.
`SEResNet152Config`	Config class for `clinicadl.networks.nn.SEResNet152`.

Vision Transformers¶

`ViTB16Config`	Config class for `clinicadl.networks.nn.ViTB16`.
`ViTB32Config`	Config class for `clinicadl.networks.nn.ViTB32`.
`ViTL16Config`	Config class for `clinicadl.networks.nn.ViTL16`.
`ViTL32Config`	Config class for `clinicadl.networks.nn.ViTL32`.