├── .github └── workflows │ └── build.yml ├── .gitignore ├── .travis.yml ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── README.md ├── SciANN-0.6.5.1 └── docs │ └── sources │ ├── getting-started │ └── scimodel-guide.md │ └── index.md ├── SciANN.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── requires.txt └── top_level.txt ├── api.json ├── docs ├── README.md ├── __init__.py ├── autogen.py ├── mathjaxhelper.js ├── mkdocs.yml ├── sources │ ├── CNAME │ ├── constraints.md │ ├── contributing.md │ ├── examples.md │ ├── examples │ │ ├── curve-fitting-1d.md │ │ ├── example-fitting-1d-lstm.md │ │ ├── example-fitting-1d-rnn.md │ │ ├── example-fitting-1d.md │ │ ├── example-fitting-fourier.md │ │ └── test_diff.md │ ├── fields.md │ ├── functionals.md │ ├── getting-started │ │ ├── functional-guide.md │ │ └── scimodel-guide.md │ ├── index.md │ ├── scimodels.md │ ├── utils.md │ ├── variables.md │ └── why-use-sciann.md ├── structure.py ├── templates │ ├── CNAME │ ├── constraints.md │ ├── examples.md │ ├── examples │ │ └── curve-fitting-1d.md │ ├── fields.md │ ├── functionals.md │ ├── getting-started │ │ ├── functional-guide.md │ │ └── scimodel-guide.md │ ├── index.md │ ├── scimodels.md │ ├── utils.md │ ├── variables.md │ └── why-use-sciann.md └── theme │ ├── 404.html │ ├── base.html │ ├── breadcrumbs.html │ ├── css │ ├── theme.css │ └── theme_extra.css │ ├── footer.html │ ├── js │ ├── jquery-2.1.1.min.js │ ├── modernizr-2.8.3.min.js │ └── theme.js │ ├── main.html │ ├── nav.html │ ├── search.html │ ├── searchbox.html │ ├── toc.html │ └── versions.html ├── examples ├── example-fitting-1d-lstm.py ├── example-fitting-1d-rnn.py ├── example-fitting-1d.py ├── example-fitting-fourier.py └── test_diff.py ├── install_sciann_macos_arm.sh ├── logo └── SciANN-Loss.jpg ├── requirements.txt ├── sciann ├── __init__.py ├── constraints │ ├── __init__.py │ ├── constraint.py │ ├── data.py │ ├── minmax.py │ ├── pde.py │ └── tie.py ├── functionals │ ├── __init__.py │ 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