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# PySR: High-Performance Symbolic Regression in Python
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PySR uses evolutionary algorithms to search for symbolic expressions which optimize a particular objective.
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| **Docs** | **Forums** | **colab demo** |
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|[](https://astroautomata.com/PySR/)|[](https://github.com/MilesCranmer/PySR/discussions)|[](https://colab.research.google.com/github/MilesCranmer/PySR/blob/master/examples/pysr_demo.ipynb)|
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If you find PySR useful, please cite it using the citation information given in [CITATION.md](https://github.com/MilesCranmer/PySR/blob/master/CITATION.md).
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If you've finished a project with PySR, please submit a PR to showcase your work on the [
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<div align="center">
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# PySR: High-Performance Symbolic Regression in Python
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PySR uses evolutionary algorithms to search for symbolic expressions which optimize a particular objective.
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| **Docs** | **Forums** | **colab demo** |
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|:---:|:---:|:---:|
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|[](https://astroautomata.com/PySR/)|[](https://github.com/MilesCranmer/PySR/discussions)|[](https://colab.research.google.com/github/MilesCranmer/PySR/blob/master/examples/pysr_demo.ipynb)|
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</div>
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We warmly welcome new contributors and are happy to get you up to speed! Check out our contributors [guide](https://github.com/MilesCranmer/PySR/blob/master/CONTRIBUTORS.md) for tips 🚀.
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If you have an idea for a new feature, don't hesitate to share it on the [issues](https://github.com/MilesCranmer/PySR/issues) or [discussions](https://github.com/MilesCranmer/PySR/discussions) page.
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If you find PySR useful, please cite it using the citation information given in [CITATION.md](https://github.com/MilesCranmer/PySR/blob/master/CITATION.md).
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If you've finished a project with PySR, please submit a PR to showcase your work on the [research showcase page](https://astroautomata.com/PySR/papers)!
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### Contributors
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<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
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<!-- ALL-CONTRIBUTORS-LIST:END -->
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<div align="center">
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