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<div align="center">
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https://github.com/MilesCranmer/PySR/assets/7593028/c8511a49-b408-488f-8f18-b1749078268f
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# PySR: High-Performance Symbolic Regression in Python and Julia
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PySR uses evolutionary algorithms to search for symbolic expressions which optimize a particular objective.
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| **Docs** | **Forums** | **Paper** | **colab demo** |
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|[](https://astroautomata.com/PySR/)|[](https://github.com/MilesCranmer/PySR/discussions)|[](https://arxiv.org/abs/2305.01582)|[](https://colab.research.google.com/github/MilesCranmer/PySR/blob/master/examples/pysr_demo.ipynb)|
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<div align="center">
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PySR searches for symbolic expressions which optimize a particular objective.
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https://github.com/MilesCranmer/PySR/assets/7593028/c8511a49-b408-488f-8f18-b1749078268f
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# PySR: High-Performance Symbolic Regression in Python and Julia
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| **Docs** | **Forums** | **Paper** | **colab demo** |
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|[](https://astroautomata.com/PySR/)|[](https://github.com/MilesCranmer/PySR/discussions)|[](https://arxiv.org/abs/2305.01582)|[](https://colab.research.google.com/github/MilesCranmer/PySR/blob/master/examples/pysr_demo.ipynb)|
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