Package: statlingua 0.1.0

statlingua: Explain Statistical Output with Large Language Models
Transform complex statistical output into straightforward, understandable, and context-aware natural language descriptions using Large Language Models (LLMs), making complex analyses more accessible to individuals with varying statistical expertise. It relies on the 'ellmer' package to interface with LLM providers including OpenAI <https://openai.com/>, Google AI Studio <https://aistudio.google.com/>, and Anthropic <https://www.anthropic.com/> (API keys are required and managed via 'ellmer').
Authors:
statlingua_0.1.0.tar.gz
statlingua_0.1.0.zip(r-4.7)statlingua_0.1.0.zip(r-4.6)statlingua_0.1.0.zip(r-4.5)
statlingua_0.1.0.tgz(r-4.6-any)statlingua_0.1.0.tgz(r-4.5-any)
statlingua_0.1.0.tar.gz(r-4.7-any)statlingua_0.1.0.tar.gz(r-4.6-any)
statlingua_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
statlingua/json (API)
NEWS
| # Install 'statlingua' in R: |
| install.packages('statlingua', repos = c('https://bgreenwell.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/bgreenwell/statlingua/issues
Pkgdown/docs site:https://bgreenwell.github.io
data-scienceexplainabilitylarge-language-modelsllmllmsstatisticsteaching-tools
Last updated from:7fe31f044b. Checks:7 ERROR, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | ERROR | 140 | ||
| source / vignettes | OK | 182 | ||
| linux-release-x86_64 | ERROR | 116 | ||
| macos-release-arm64 | ERROR | 124 | ||
| macos-oldrel-arm64 | ERROR | 139 | ||
| windows-devel | ERROR | 72 | ||
| windows-release | ERROR | 104 | ||
| windows-oldrel | ERROR | 103 | ||
| wasm-release | OK | 116 |
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Explain statistical output | explain explain.coxph explain.default explain.gam explain.glm explain.glmerMod explain.htest explain.lm explain.lme explain.lmerMod explain.polr explain.rpart explain.survreg |
| Print LLM explanation | print.statlingua_explanation |
| Summarize statistical output | summarize summarize.coxph summarize.default summarize.gam summarize.glm summarize.glmerMod summarize.htest summarize.lm summarize.lme summarize.lmerMod summarize.polr summarize.rpart summarize.survreg |
