HyperHyperNetwork For the Design Of Antenna Arrays

ICML Reproducibility code for HyperHyperNetwork For the Design Of Antenna Arrays https://arxiv.org/abs/2105.03838

Prerequisite

1. pytorch (verified on 1.7.0)
2. numpy
3. scipy
4. scikit-learn
5. ResNet pytorch https://github.com/FrancescoSaverioZuppichini/ResNet
6. MS-SSIM pytorch https://github.com/VainF/pytorch-msssim
7. DETR https://github.com/facebookresearch/detr

Models

cd \models:

1. Array HyperHyperNetwork - Transformer
2. Array HyperHyperNetwork - ResNet
3. Single antenna designer - Transformer
4. Single antenna designer - ResNet
5. Simulation network
6. Ablations network(s)

Training

cd\training: Trainig code example and infrastructure.

Block Selector

cd \blockselector: Infrastructure class for generic block selection method