We should have a description of the minimum required functionality that a Stan interface must implement. This may include - [ ] compiling a Stan model from a file - [ ] sampling of the model - [ ] optimization of the model - [ ] repeatability of results given a fixed seed - [ ] data I/O - [ ] exporting generated samples Additional: - [ ] what visualizations are available - [ ] posterior analysis (this should be further broken down) - [ ] R-hat - [ ] n_eff - [ ] extractions - [ ] samples +/- warmup +/- scrambling +/- structured extraction - [ ] operations allowed with Stan model - [ ] log prob +/- constrained - [ ] gradients - [ ] higher order derivatives - [ ] variable name access - [ ] variable dimensions access - [ ] transforms to and from constrained form
We should have a description of the minimum required functionality that a Stan interface must implement.
This may include
Additional:
what visualizations are available
posterior analysis (this should be further broken down)
R-hat
n_eff
extractions
samples +/- warmup +/- scrambling +/- structured extraction
operations allowed with Stan model
log prob +/- constrained
gradients
higher order derivatives
variable name access
variable dimensions access
transforms to and from constrained form