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Copy file name to clipboardExpand all lines: README.md
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## Acknowledgements
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scikit-SUNDAE was originally inspired by [scikits.odes](https://scikits-odes.readthedocs.io/) which also offers Python bindings to SUNDIALS. The API for scikit-SUNDAE was mostly adopted from scikits.odes; however, all of our source code is original. If you are comparing the two:
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scikit-SUNDAE was originally inspired by [scikits-odes](https://scikits-odes.readthedocs.io/) which also offers Python bindings to SUNDIALS. The API for scikit-SUNDAE was mostly adopted from scikits-odes; however, all of our source code is original. If you are comparing the two:
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1.**scikits.odes:** includes iterative solvers and some optional solvers (e.g., LAPACK). The package only provides source distributions, so users must configure and compile SUNDAILS on their own.
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1.**scikits-odes:** includes iterative solvers and some optional solvers (e.g., LAPACK). The package only provides source distributions, so users must configure and compile SUNDAILS on their own.
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2.**scikit-SUNDAE:** includes more flexible events function capabilities (e.g., direction detection and terminal flags), scipy-like output, and provides both binary and source distributions. Iterative and optional solvers are not available.
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Our binary distributions include pre-compiled dynamic SUNDIALS libraries. These are self-contained and will not affect other, existing installations you may already have. To be in compliance with SUNDIALS distribution requirements, all scikit-SUNDAE distributions include a copy of the [SUNDIALS license](https://github.com/LLNL/sundials/blob/main/LICENSE).
Copy file name to clipboardExpand all lines: docs/source/development/project_overview.rst
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---------------
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scikit-SUNDAE was written by researchers at the **National Renewable Energy Laboratory (NREL)** primarily to solve physics-based battery models. Modeling in Python typically allows for rapid development and makes codebases more shareable. However, there was an identified gap in Python's numerical computing ecosystem: the lack of accessible DAE solvers. While ODE solvers are widely available in many packages, DAE solvers are not as prevalent.
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scikit-SUNDAE started out as a replacement for `scikits.odes <https://scikits-odes.readthedocs.io>`_, which also provides SUNDIALS bindings, but requires building from source. The goal was to offer a simpler installation process, with binary distributions that are consistent across major platforms (PyPI and conda).
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scikit-SUNDAE started out as a replacement for `scikits-odes <https://scikits-odes.readthedocs.io>`_, which also provides SUNDIALS bindings, but requires building from source. The goal was to offer a simpler installation process, with binary distributions that are consistent across major platforms (PyPI and conda).
Copy file name to clipboardExpand all lines: docs/source/user_guide/installation.rst
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.. note::
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Please be aware that we do not provide installation support for users compiling or against custom SUNDIALS builds. Our package is built and tested against releases available on conda-forge, and we cannot guarantee compatibility with custom builds. We simply include this in the installation instructions for those interested. However, you are on your own if the package does not compile against your custom-configured SUNDIALS. In you experience issues, we recommend compiling against SUNDIALS releases from conda-forge instead, which we do provide support for.
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Please be aware that we do not provide installation support for users compiling against custom SUNDIALS builds. Our package is built and tested against releases available on conda-forge, and we cannot guarantee compatibility with custom builds. We simply include this in the installation instructions for those interested. However, you are on your own if the package does not compile against your custom configuration. In you experience issues, we recommend compiling against SUNDIALS releases from conda-forge instead, which we provide support for.
Copy file name to clipboardExpand all lines: docs/source/user_guide/what_is_sksundae.rst
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================
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We extend our appreciation to the developers and maintainers of the SUNDIALS project for their exceptional work in creating a robust, reliable, and open-source suite of solvers. Full details on the SUNDIALS license and copyright information can be found `here <https://github.com/LLNL/sundials/blob/main/LICENSE>`_.
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We also acknowledge the `scikits.odes <https://scikits-odes.readthedocs.io/>`_ package, which similarly provides Python bindings to SUNDIALS. While scikit-SUNDAE's API was largely modeled after scikits.odes to maintain a familiar structure, it is important to note that scikit-SUNDAE is an independently developed package, sharing no source code with scikits.odes.
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We also acknowledge the `scikits-odes <https://scikits-odes.readthedocs.io/>`_ package, which similarly provides Python bindings to SUNDIALS. While scikit-SUNDAE's API was largely modeled after scikits-odes to maintain a familiar structure, it is important to note that scikit-SUNDAE is an independently developed package, sharing no source code with scikits-odes.
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If you are comparing scikits.odes to scikit-SUNDAE, you should consider the following differences:
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If you are comparing scikits-odes to scikit-SUNDAE, you should consider the following differences:
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* **scikits.odes** includes iterative solvers and some optional solvers (e.g., LAPACK). The package only provides source distributions, so users must configure and compile SUNDAILS on their own.
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* **scikits-odes** includes iterative solvers and some optional solvers (e.g., LAPACK). The package only provides source distributions, so users must configure and compile SUNDAILS on their own.
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* **scikit-SUNDAE** provides more flexible events function capabilities (e.g., direction detection and terminal flags), scipy-like output, and provides both binary and source distributions. Users not already familiar with SUNDIALS will likely prefer scikit-SUNDAE due to the streamlined installation process.
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scikit-SUNDAE was authored by the National Renewable Energy Laboratory (NREL), operated by Alliance for Sustainable Energy, LLC, for the U.S. Department of Energy (DOE). The views expressed in the project and documentation do not necessarily represent the views of the DOE or the U.S. Government.
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