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PyMC3 MCMC performance with and without Theano's NumPy BLAS warning (updated with PyMC v4 comparison!)

joshuacook.netlify.app · published 11 February 2022

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https://docs.pymc.io/en/v3/

docs.pymc.io

http://www.stat.columbia.edu/~gelman/research/published/nuts.pdf

stat.columbia.edu

https://arxiv.org/abs/1603.00788

arxiv.org

https://discourse.pymc.io/search?q=Using%20NumPy%20C-API%20based%20implementation%20for%20BLAS%20functions

discourse.pymc.io

https://github.com/Theano/Theano

github.com

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

github.com

https://docs.pymc.io/en/v3/pymc-examples/examples/case_studies/multilevel_modeling.html

docs.pymc.io

https://discourse.pymc.io/t/numpy-c-api-based-implementation-for-blas-functions-is-it-a-problem/8690

discourse.pymc.io

https://discourse.pymc.io

discourse.pymc.io

https://twitter.com/JoshDoesa/status/1493254823587852289?s=20&t=2FD5XFOOnYsrU0fMjD-5wA

twitter.com

https://docs.pymc.io/en/v3/pymc-examples/examples/pymc3_howto/sampling_callback.html

docs.pymc.io

https://www.ancient-origins.net/history-famous-people/theano-woman-who-ruled-pythagoras-school-005965

ancient-origins.net