├── .github └── workflows │ ├── coverage.yaml │ └── python-package.yml ├── .gitignore ├── LICENSE.txt ├── README.md ├── long_description.rst ├── notebooks ├── .gitkeep ├── score_based_modeling_overview.ipynb ├── score_based_modeling_overview_interactive.ipynb ├── test_overloading_energy_nn_with_gaussian.ipynb └── two_moons_demo.ipynb ├── pyproject.toml ├── requirements.txt ├── score_models ├── __init__.py ├── architectures │ ├── __init__.py │ ├── ddpm.py │ ├── mlp.py │ └── ncsnpp.py ├── base.py ├── definitions.py ├── dsm.py ├── kernel_slic.py ├── layers │ ├── __init__.py │ ├── attention_block.py │ ├── combine.py │ ├── conditional_batchnorm2d.py │ ├── conditional_instancenorm2d.py │ ├── conditional_instancenorm2d_plus.py │ ├── conv1dsame.py │ ├── conv2dsame.py │ ├── conv3dsame.py │ ├── conv_layers.py │ ├── ddpm_resnet_block.py │ ├── downsample.py │ ├── ncsn_resnet_block.py │ ├── projection_embedding.py │ ├── resnet_block_biggan.py │ ├── spectral_normalization.py │ ├── squeeze_and_excitation.py │ ├── style_gan_conv.py │ ├── up_or_downsampling.py │ ├── up_or_downsampling1d.py │ ├── up_or_downsampling2d.py │ ├── up_or_downsampling3d.py │ ├── upfirdn1d.py │ ├── upfirdn2d.py │ ├── upfirdn3d.py │ └── upsample.py ├── ode │ ├── __init__.py │ ├── euler.py │ └── heun.py ├── score_model.py ├── sde │ ├── __init__.py │ ├── sde.py │ ├── tsvesde.py │ ├── vesde.py │ └── vpsde.py ├── slic.py ├── sliced_score_matching.py └── utils.py ├── setup.py └── tests ├── test_architectures.py ├── test_conditional_architecture.py ├── test_layers.py ├── test_score_models.py ├── test_sdes.py └── test_training.py /.github/workflows/coverage.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AlexandreAdam/score_models/HEAD/.github/workflows/coverage.yaml -------------------------------------------------------------------------------- /.github/workflows/python-package.yml: 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