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Stan is a probabilistic programming language for statistical inference written in C++. [2] The Stan language is used to specify a (Bayesian) statistical model with an imperative program calculating the log probability density function .
Stan (software) – open-source package for obtaining Bayesian inference using the No-U-Turn sampler, a variant of Hamiltonian Monte Carlo. It is somewhat like BUGS, but with a different language for expressing models and a different sampler for sampling from their posteriors; Statistical Lab – R-based and focusing on educational purposes
Free and open-source software portal; Pages in category "Free Bayesian statistics software" ... Stan (software)
Stan (software) – Stan is an open-source package for obtaining Bayesian inference using the No-U-Turn sampler (NUTS), [27] a variant of Hamiltonian Monte Carlo. PyMC – A Python library implementing an embedded domain specific language to represent bayesian networks, and a variety of samplers (including NUTS)
More recently, other languages to support Bayesian model specification and inference allow different or more efficient choices for the underlying Bayesian computation, and are accessible from the R data analysis and programming environment, e.g.: Stan, NIMBLE and NUTS. The influence of the BUGS language is evident in these later languages ...
But Bayesian appears to be a nod to Lynch’s career, referring to a kind of mathematical modeling used in his software company Autonomy. Notably, the Bayesian has been touted as having the world ...
Stan is a probabilistic programming language for statistical inference written in C++; ArviZ a Python library for exploratory analysis of Bayesian models; Bambi is a high-level Bayesian model-building interface based on PyMC
The 184-foot Bayesian had been anchored about half a mile off the port of Porticello, near Palermo, with 22 people on board — 10 crew members and 12 passengers.
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