Third-party licenses
====================

Flash-ANSR itself is distributed under the MIT License (see LICENSE).
Portions of this project are derived from or interoperate with third-party
work, whose licenses and notices are reproduced below.


-------------------------------------------------------------------------------
Neural Symbolic Regression that Scales (NeSymReS)
-------------------------------------------------------------------------------

The function `load_nesymres` in `src/srbf/compat/nesymres.py` is largely
based on code from the "Neural Symbolic Regression that Scales" repository:
https://github.com/SymposiumOrganization/NeuralSymbolicRegressionThatScales

That project is distributed under the MIT License:

    MIT License

    Copyright (c) 2021 SymposiumOrganization

    Permission is hereby granted, free of charge, to any person obtaining a copy
    of this software and associated documentation files (the "Software"), to deal
    in the Software without restriction, including without limitation the rights
    to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
    copies of the Software, and to permit persons to whom the Software is
    furnished to do so, subject to the following conditions:

    The above copyright notice and this permission notice shall be included in all
    copies or substantial portions of the Software.

    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
    SOFTWARE.


-------------------------------------------------------------------------------
Fast Symbolic Regression Benchmarking (FastSRB)
-------------------------------------------------------------------------------

The FastSRB benchmark sampling code in `src/srbf/benchmarks/fastsrb.py`
(and the `FastSRBSource` evaluation data source in
`src/srbf/eval/data_sources.py`) is translated and adapted from the Julia
FastSRB benchmarking code by Viktor Martinek:
https://github.com/viktmar/FastSRB

    @misc{martinek2025fastsymbolicregressionbenchmarking,
          title={Fast Symbolic Regression Benchmarking},
          author={Viktor Martinek},
          year={2025},
          eprint={2508.14481},
          archivePrefix={arXiv},
          primaryClass={cs.LG},
          url={https://arxiv.org/abs/2508.14481},
    }

That project is distributed under the MIT License:

    MIT License

    Copyright (c) 2025 Viktor Martinek

    Permission is hereby granted, free of charge, to any person obtaining a copy
    of this software and associated documentation files (the "Software"), to deal
    in the Software without restriction, including without limitation the rights
    to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
    copies of the Software, and to permit persons to whom the Software is
    furnished to do so, subject to the following conditions:

    The above copyright notice and this permission notice shall be included in all
    copies or substantial portions of the Software.

    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
    SOFTWARE.
