Bayesian Analysis with Python

• cookiecutter-pystan

  1 0 4.0 Python

Self plug for stan on windows in a docker dev environment:

https://github.com/dbonattoj/cookiecutter-pystan

• numpyro

  2 2,051 8.7 Python

  Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• pymc-resources

  5 1,893 3.7 Jupyter Notebook

  PyMC educational resources

  

As it happens, there's a PyMC implementation of the 1st and 2nd editions of Statistical Rethinking here:

https://github.com/pymc-devs/pymc-resources

(I think the author of the book discussed above, Osvaldo Martin, is the primary or sole contributor for the Rethinking implementations, in fact -- he had a full implementation in his own repo [here](https://github.com/aloctavodia/Statistical-Rethinking-with-P...) before deprecating it in favor of the above-linked one.)

• Statistical-Rethinking-with-Python-and-PyMC3

  2 827 10.0 Jupyter Notebook

  Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

As it happens, there's a PyMC implementation of the 1st and 2nd editions of Statistical Rethinking here:

https://github.com/pymc-devs/pymc-resources

(I think the author of the book discussed above, Osvaldo Martin, is the primary or sole contributor for the Rethinking implementations, in fact -- he had a full implementation in his own repo [here](https://github.com/aloctavodia/Statistical-Rethinking-with-P...) before deprecating it in favor of the above-linked one.)

• Statistical-Rethinking-with-P

  1 - -

As it happens, there's a PyMC implementation of the 1st and 2nd editions of Statistical Rethinking here:

https://github.com/pymc-devs/pymc-resources

(I think the author of the book discussed above, Osvaldo Martin, is the primary or sole contributor for the Rethinking implementations, in fact -- he had a full implementation in his own repo [here](https://github.com/aloctavodia/Statistical-Rethinking-with-P...) before deprecating it in favor of the above-linked one.)

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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