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README.md
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PySR is built on an extremely optimized pure-Julia backend, and uses regularized evolution, simulated annealing, and gradient-free optimization to search for equations that fit your data.
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| **Docs** | **pip** |
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|[](https://astroautomata.com/PySR/)|[](https://badge.fury.io/py/pysr)|
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(pronounced like *py* as in python, and then *sur* as in surface)
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PySR is built on an extremely optimized pure-Julia backend, and uses regularized evolution, simulated annealing, and gradient-free optimization to search for equations that fit your data.
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| **Docs** | **pip** | **stats** |
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|[](https://astroautomata.com/PySR/)|[](https://badge.fury.io/py/pysr)|[](https://pepy.tech/badge/pysr)|
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(pronounced like *py* as in python, and then *sur* as in surface)
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