Search Results for "sampler"

...The project organizes color files in a predictable structure so :colorscheme just works. Because it is a collection, it includes both minimalist palettes and high-contrast styles, covering a wide range of preferences. It serves as a convenient sampler for users building or refreshing their Vim setup.

...It lets users specify models in the Stan modeling language (for Bayesian inference), compile them, and perform inference from R. Key inference approaches include full Bayesian inference via Hamiltonian Monte Carlo (specifically the No-U-Turn Sampler, NUTS), approximate Bayesian inference via variational methods, and optimization (penalized likelihood). RStan integrates with Stan’s automatic differentiation library, provides diagnostics, model comparison, posterior predictive checks, etc. It is used in research, applied statistics, and modelling workflows where flexibility and rigor in Bayesian methods are required.