├── .github ├── FUNDING.yml └── workflows │ ├── draft-pdf.yml │ ├── mkdocs.yaml │ └── pytest.yaml ├── .gitignore ├── CITATION.cff ├── LICENSE ├── MANIFEST.in ├── README.md ├── docs ├── examples ├── index.md └── references.md ├── examples ├── augmented_flow.ipynb ├── change_base_distribution.ipynb ├── circular_nsf.ipynb ├── comparison_plan_rad_aff.ipynb ├── conditional_flow.ipynb ├── glow.ipynb ├── glow_colab.ipynb ├── image.ipynb ├── neural_spline_flow.ipynb ├── paper_example_nsf.ipynb ├── paper_example_nsf_colab.ipynb ├── plain_vae.py ├── planar.ipynb ├── real_nvp.ipynb ├── real_nvp_colab.ipynb ├── residual.ipynb ├── vae.ipynb └── vae.py ├── figures ├── nsf_cylinder_3d.png └── real_nvp.png ├── mkdocs.yml ├── normflows ├── __init__.py ├── core.py ├── core_test.py ├── distributions │ ├── __init__.py │ ├── base.py │ ├── base_test.py │ ├── decoder.py │ ├── decoder_test.py │ ├── distribution_test.py │ ├── encoder.py │ ├── encoder_test.py │ ├── linear_interpolation.py │ ├── mh_proposal.py │ ├── prior.py │ ├── prior_test.py │ ├── target.py │ └── target_test.py ├── flows │ ├── __init__.py │ ├── affine │ │ ├── __init__.py │ │ ├── autoregressive.py │ │ ├── autoregressive_test.py │ │ ├── coupling.py │ │ ├── coupling_test.py │ │ ├── glow.py │ │ └── glow_test.py │ ├── base.py │ ├── base_test.py │ ├── flow_test.py │ ├── mixing.py │ ├── mixing_test.py │ ├── neural_spline │ │ ├── __init__.py │ │ ├── autoregressive.py │ │ ├── autoregressive_test.py │ │ ├── coupling.py │ │ ├── coupling_test.py │ │ ├── wrapper.py │ │ └── wrapper_test.py │ ├── normalization.py │ ├── periodic.py │ ├── periodic_test.py │ ├── planar.py │ ├── planar_test.py │ ├── radial.py │ ├── radial_test.py │ ├── reshape.py │ ├── residual.py │ ├── residual_test.py │ ├── stochastic.py │ └── stochastic_test.py ├── nets │ ├── __init__.py │ ├── cnn.py │ ├── lipschitz.py │ ├── made.py │ ├── made_test.py │ ├── mlp.py │ └── resnet.py ├── sampling │ ├── __init__.py │ └── hais.py ├── transforms.py ├── transforms_test.py └── utils │ ├── __init__.py │ ├── eval.py │ ├── masks.py │ ├── nn.py │ ├── optim.py │ ├── preprocessing.py │ ├── splines.py │ └── splines_test.py ├── paper ├── nsf_cylinder_2d_3d.png ├── paper.bib └── paper.md ├── requirements.txt ├── requirements_examples.txt ├── setup.cfg └── setup.py /.github/FUNDING.yml: -------------------------------------------------------------------------------- 1 | github: [VincentStimper] 2 | -------------------------------------------------------------------------------- /.github/workflows/draft-pdf.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VincentStimper/normalizing-flows/HEAD/.github/workflows/draft-pdf.yml -------------------------------------------------------------------------------- /.github/workflows/mkdocs.yaml: -------------------------------------------------------------------------------- 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