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A comment on Bayesian Analysis with Python.

Re:Bayesian Analysis with Python by sito42 on Saturday February 10, 2024 @11:13AM (#39327269)
numpyro is an underrated library that runs on jax which makes it easy to put on the gpu. They have a nice suite of examples.

https://github.com/pyro-ppl/numpyro

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Re:Bayesian Analysis with Python by canyon289 on Saturday February 10, 2024 @01:27PM (#39328853)
Numpyro is fantastic, great syntax and great contributors as well.

PyMC now supports jax and numba as well, and can use the numpyro samplers. https://www.pymc.io/projects/examples/en/latest/samplers/fas...

Between all these tools we hope the modern bayesian can find the one that works best for them

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