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README.md
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+# Bayesian constraints on the astrophysical neutrino population from IceCube data
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+Code used in [arXiv:2005.02395](https://arxiv.org/abs/2005.02395). The directories here are organised to follow the paper and
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+each section is documented with jupyter notebooks.
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+If you use this code in your work please cite the above paper.
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+## Dependencies
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+* [icecube_tools](https://github.com/cescalara/icecube_tools) - for simulation of neutrino detection in IceCube using public info
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+* [Stan](https://mc-stan.org) and [PyStan](https://pystan.readthedocs.io/en/latest/) - to fit the hierarchical model
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+## Questions?
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+If you have any questions feel free to open an issue or get in touch ([email protected]).
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