Package: nutpieR 1.7.5
nutpieR: R Bindings for the Nutpie NUTS Sampler
Lightweight R interface to the nutpie No-U-Turn Sampler (NUTS) implemented in Rust (nuts-rs), using BridgeStan for model gradients.
Authors:
nutpieR_1.7.5.tar.gz
nutpieR_1.7.5.zip(r-4.7)nutpieR_1.7.5.zip(r-4.6)nutpieR_1.7.5.zip(r-4.5)
nutpieR_1.7.5.tgz(r-4.6-x86_64)nutpieR_1.7.5.tgz(r-4.6-arm64)nutpieR_1.7.5.tgz(r-4.5-x86_64)nutpieR_1.7.5.tgz(r-4.5-arm64)
nutpieR_1.7.5.tar.gz(r-4.7-arm64)nutpieR_1.7.5.tar.gz(r-4.7-x86_64)nutpieR_1.7.5.tar.gz(r-4.6-arm64)nutpieR_1.7.5.tar.gz(r-4.6-x86_64)
manual.pdf |manual.html✨
card.svg |card.png
nutpieR/json (API)
NEWS
| # Install 'nutpieR' in R: |
| install.packages('nutpieR', repos = c('https://andytimm.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/andytimm/nutpier/issues
Last updated from:d64060c6e8. Checks:12 OK, 1 FAIL. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 374 | ||
| linux-devel-x86_64 | OK | 435 | ||
| source / vignettes | OK | 396 | ||
| linux-release-arm64 | OK | 452 | ||
| linux-release-x86_64 | OK | 427 | ||
| macos-release-arm64 | OK | 400 | ||
| macos-release-x86_64 | OK | 898 | ||
| macos-oldrel-arm64 | OK | 425 | ||
| macos-oldrel-x86_64 | OK | 1047 | ||
| windows-devel | OK | 553 | ||
| windows-release | OK | 821 | ||
| windows-oldrel | OK | 776 | ||
| wasm-release | FAIL | 180 |
Exports:nutpie_cache_dirnutpie_clear_cachenutpie_compile_modelnutpie_diagnosticsnutpie_nuts_paramsnutpie_param_namesnutpie_prune_cachenutpie_samplenutpie_unconstrainnutpie_warmup_diagnosticsnutpie_warmup_draws
Dependencies:abindbackportscheckmateclidigestdistributionalgenericsgluejsonlitelifecyclemagrittrmatrixStatsnumDerivpillarpkgconfigposteriorrlangtensorAtibbleutf8vctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Path to the nutpieR compile cache directory | nutpie_cache_dir |
| Clear the nutpieR compile cache | nutpie_clear_cache |
| Compile a Stan model | nutpie_compile_model |
| Extract sampler diagnostics from nutpie draws | nutpie_diagnostics |
| NUTS sampler parameters in bayesplot's long format | nutpie_nuts_params |
| Parameter names of a compiled Stan model | nutpie_param_names |
| Prune the nutpieR compile cache | nutpie_prune_cache |
| Sample from a Stan model using the NUTS sampler | nutpie_sample |
| Map a constrained parameter list to the unconstrained scale | nutpie_unconstrain |
| Extract warmup diagnostics from nutpie output | nutpie_warmup_diagnostics |
| Extract warmup draws from nutpie output | nutpie_warmup_draws |
