Skip to content

StanEstimators v0.1.0 - Initial Release

Latest
Compare
Choose a tag to compare
@andrjohns andrjohns released this 08 Jan 06:58
· 6 commits to main since this release

This marks the first 'stable' release of StanEstimators!

What's New

All of Stan's algorithms are now fully supported for use with arbitrary R functions:

  • HMC/NUTS Sampling (including multiple parallel chains)
  • MLE Optimisation
  • Laplace Approximation
  • Variational Inference
  • Pathfinder

All standard model methods are now available:

  • log_prog
  • grad_log_prob
  • hessian
  • unconstrain_variables
  • unconstrain_draws
  • constrain_variables

As well as support for approximate LOO-CV via loo(), and moment-matching with loo(., moment_match = TRUE)

Full Changelog: https://github.com/andrjohns/StanEstimators/commits/v0.1.0