Spatial Models API¶
deepuq.models.spatial ¶
CNNRegressor2D ¶
Bases: Module
Compact image-to-image CNN baseline for 2D scientific fields.
ResNetRegressor2D ¶
Bases: Module
Residual 2D field-to-field regressor with optional spatial dropout.
UNet2D ¶
Bases: Module
2D U-Net backbone for field-to-field scientific regression.
UNet3D ¶
Bases: Module
3D U-Net backbone for volumetric scientific regression.