├── .editorconfig ├── .flake8 ├── .gitattributes ├── .github └── workflows │ ├── publish.yml │ └── test_suite.yml ├── .gitignore ├── .pre-commit-config.yaml ├── LICENSE ├── README.md ├── assets ├── samples_uvit_celeba.png └── super_res_mnist.png ├── conf ├── correctors │ ├── langevin.yaml │ └── none.yaml ├── datasets │ ├── celeba.yaml │ ├── mnist.yaml │ └── spoken_digit.yaml ├── default.yaml ├── experiments_maml │ ├── eval_celeba.yaml │ ├── eval_mnist.yaml │ ├── exp_celeba.yaml │ ├── exp_colorizing.yaml │ ├── exp_deblurring.yaml │ ├── exp_inpainting.yaml │ ├── exp_mnist.yaml │ ├── exp_mnist_super_resolution.yaml │ ├── exp_sampling.yaml │ ├── exp_sampling_mnist.yaml │ └── exp_spoken_digit.yaml ├── experiments_vit │ ├── eval_celeba.yaml │ ├── eval_celeba1.yaml │ ├── exp_celeba.yaml │ ├── exp_sampling_celeba.yaml │ ├── exp_sampling_spoken_digit.yaml │ ├── exp_spoken_digit.yaml │ └── exp_spoken_digit_2.yaml ├── hydra │ └── default.yaml ├── losses │ └── mse_loss.yaml ├── metrics │ ├── metrics_celeba.yaml │ └── metrics_mnist.yaml ├── models │ ├── mlp_modulation.yaml │ └── uvit.yaml ├── predictors │ ├── euler.yaml │ ├── none.yaml │ ├── reverse_diffusion.yaml │ └── semianalytic.yaml ├── samplers │ ├── pc_colorizer_sampler.yaml │ ├── pc_inpainter_sampler.yaml │ └── pc_sampler.yaml ├── sdes │ ├── heat_subvp.yaml │ └── unidimensional_heat_subvp.yaml └── trainers │ ├── trainer_maml.yaml │ └── trainer_vit.yaml ├── data ├── .gitignore └── tensorflow_datasets │ └── README.md ├── docs ├── index.md └── overrides │ └── main.html ├── env.yaml ├── mkdocs.yml ├── models └── lenet5 │ ├── model-best.h5 │ ├── saved_model.pb │ └── variables │ ├── variables.data-00000-of-00001 │ └── variables.index ├── pyproject.toml ├── scripts ├── maml │ ├── colorize_celeba.sh │ ├── deblur_celeba.sh │ ├── eval_celeba.sh │ ├── eval_mnist.sh │ ├── inpaint_celeba.sh │ ├── sample_celeba.sh │ ├── sample_mnist.sh │ ├── super_resolution_mnist.sh │ ├── train_celeba.sh │ ├── train_mnist.sh │ └── train_spoken_digit.sh └── vit │ ├── eval_celeba.sh │ ├── sample_celeba.sh │ ├── sample_spoken_digit.sh │ ├── train_celeba.sh │ └── train_spoken_digit.sh ├── setup.cfg ├── setup.py └── src ├── __init__.py └── functional_diffusion_processes ├── __init__.py ├── datasets ├── __init__.py ├── audio_dataset.py ├── base_dataset.py ├── celeba_dataset.py ├── dataset_utils.py ├── image_dataset.py ├── mnist_dataset.py └── spoken_digit_dataset.py ├── losses ├── __init__.py ├── base_loss.py └── mse_loss.py ├── metrics ├── __init__.py ├── feature_extractor.py ├── fid_metric.py └── metrics_utils.py ├── models ├── __init__.py ├── attention │ ├── __init__.py │ └── attention.py ├── base_maml.py ├── base_vit.py ├── blocks │ ├── __init__.py │ ├── mlp_block.py │ └── transformer_block.py ├── embeddings │ ├── __init__.py │ ├── patch_embedding.py │ ├── position_embedding.py │ └── sinusoidal_embedding.py ├── encodings │ ├── __init__.py │ └── position_encoding.py ├── layers │ ├── __init__.py │ └── dense_lr.py ├── lenet.py ├── mlp_modulation.py └── uvit.py ├── run.py ├── samplers ├── __init__.py ├── base_sampler.py ├── correctors │ ├── __init__.py │ ├── base_corrector.py │ ├── dummy_corrector.py │ └── langevin_corrector.py ├── pc_colorizer.py ├── pc_inpainter.py ├── pc_sampler.py └── predictors │ ├── __init__.py │ ├── base_predictor.py │ ├── dummy_predictor.py │ ├── euler_predictor.py │ ├── reverse_diffusion_predictor.py │ └── semianalytic_predictor.py ├── sdetools ├── __init__.py ├── base_sde.py ├── heat_subvp_sde.py └── sde_utils.py ├── trainers ├── __init__.py ├── helpers.py └── trainer.py └── utils ├── __init__.py ├── common.py ├── scaler.py └── training_state.py /.editorconfig: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/giulio98/functional-diffusion-processes/HEAD/.editorconfig -------------------------------------------------------------------------------- /.flake8: 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