├── 1_diffusion_model_training.ipynb ├── 2_compliance_regressor_training.ipynb ├── 3_floating_material_classifier_training.ipynb ├── 4_TopoDiff_sample.ipynb ├── 5_analysis.ipynb ├── README.md ├── preprocessing └── physical_fields_generation.ipynb ├── scripts ├── classifier_floating_mat_train.py ├── image_nll.py ├── image_train.py ├── regressor_train.py └── topodiff_sample.py ├── setup.py └── topodiff ├── __init__.py ├── cons_input_datasets.py ├── dist_util.py ├── fp16_util.py ├── gaussian_diffusion.py ├── image_datasets_diffusion_model.py ├── image_datasets_floating_mat_classifier.py ├── image_datasets_regressor.py ├── logger.py ├── losses.py ├── nn.py ├── resample.py ├── respace.py ├── script_util.py ├── topodiff_analysis.py ├── train_util.py └── unet.py /1_diffusion_model_training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/francoismaze/topodiff/HEAD/1_diffusion_model_training.ipynb 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