├── LICENSE ├── README.md ├── ansatz_verification ├── cnns │ ├── README.md │ ├── dataset.py │ ├── loader.py │ ├── verify_resnet_ansatz.py │ └── verify_vgg_ansatz.py ├── mlps │ ├── README.md │ ├── dataset.py │ ├── deep_nfa_env.yml │ ├── main.py │ ├── neural_model.py │ ├── trainer.py │ └── verify_deep_NFA.py ├── rnns │ ├── README.md │ ├── names │ │ ├── gru_main.py │ │ ├── main.py │ │ ├── trainer.py │ │ └── utils.py │ └── shakespeare │ │ ├── generate.py │ │ ├── helpers.py │ │ ├── model.py │ │ ├── train.py │ │ └── utils.py └── transformers │ ├── language_models │ ├── README.md │ ├── model.py │ └── verify_ansatz.py │ └── vision_transformers │ ├── README.md │ ├── dataset.py │ ├── loader.py │ └── verify_vis_transformer_ansatz.py ├── feature_visualizations ├── cnns │ ├── README.md │ ├── dataset.py │ ├── loader.py │ └── vgg_feature_vis.py └── transformers │ ├── README.md │ ├── TokenColoring.ipynb │ └── get_AGOP_token_groups.py └── kernel_machine_agop ├── conv_rfm ├── CRFM_SVHN.ipynb ├── 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