Create CITATION.cff

CITATION.cff

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+cff-version: 1.2.0
+message: "If you use this software, please cite it using as below."
+authors:
+- family-names: "Cranmer"
+  given-names: "Miles"
+  orcid: "https://orcid.org/0000-0002-6458-3423"
+title: "Interpretable Machine Learning for Science with PySR & SymbolicRegression.jl"
+version: 1.0.0
+date-released: 2023-05-02
+doi: 10.48550/arXiv.2305.01582
+url: "https://github.com/MilesCranmer/pysr_paper"

CITATION.md

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-# Citing
-
-This software:
-```
-@software{pysr,
-  author       = {Miles Cranmer},
-  title        = {PySR: Fast \& Parallelized Symbolic Regression in Python/Julia},
-  month        = sep,
-  year         = 2020,
-  publisher    = {Zenodo},
-  doi          = {10.5281/zenodo.4041459},
-  url          = {http://doi.org/10.5281/zenodo.4041459}
-}
-```
-
-Metric used for scoring equations:
-```
-@article{cranmer2020discovering,
-      title={Discovering Symbolic Models from Deep Learning with Inductive Biases}, 
-      author={Miles Cranmer and Alvaro Sanchez-Gonzalez and Peter Battaglia and Rui Xu and Kyle Cranmer and David Spergel and Shirley Ho},
-      journal={NeurIPS 2020},
-      year={2020},
-      eprint={2006.11287},
-      archivePrefix={arXiv},
-      primaryClass={cs.LG}
-}
-```