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ASCL Code Record

[ascl:2411.024] jaxspec: X-ray spectra Bayesian analysis

jaxspec performs statistical inference on X-ray spectra. It loads an X-ray spectrum (in the OGIP standard), defines a spectral model from the implemented components, and calculates the best parameters using state-of-the-art Bayesian approaches. The code is built on top of JAX (ascl:2111.002) to provide just-in-time compilation and automatic differentiation of the spectral models, enabling the use of sampling algorithms. jaxspec is written in pure Python and is not dependent on HEASoft (ascl:1408.004).

Code site:
https://github.com/renecotyfanboy/jaxspec https://jaxspec.readthedocs.io/en/latest/
Described in:
https://ui.adsabs.harvard.edu/abs/2024A&A...690A.317D
Bibcode:
2024ascl.soft11024D

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ascl:2411.024
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