├── .gitignore ├── LICENSE ├── README.md ├── environment.yml └── src ├── __init__.py ├── common ├── bio │ ├── amino_acid.py │ ├── blast.py │ ├── constants.py │ ├── sequence.py │ └── smiles.py ├── model │ ├── generator_ops.py │ ├── ops.py │ └── utils_ori.py └── preprocessing │ └── dataframe.py └── gan ├── __init__.py ├── discriminator_scores.py ├── documentation.py ├── eval_gan.py ├── gan_base_model.py ├── generate.py ├── image ├── __init__.py └── image.py ├── models.py ├── parameters.py ├── protein ├── __init__.py ├── blast_hook.py ├── blast_summary.py ├── custom_scalars.py ├── embedding_hook.py ├── global_blast_summary.py ├── helpers.py ├── local_blast_summary.py └── protein.py ├── sngan ├── README.md ├── base_model.py ├── discriminator.py ├── discriminator_gumbel.py ├── discriminator_resnet.py ├── generator.py ├── generator_gumbel.py ├── generator_resnet.py └── model.py ├── templates ├── HYPERPARAMETERS.md └── MODEL.md ├── test_gan.py ├── train_gan.py └── wgan ├── discriminator.py 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