Package: EnTraineR 1.0.0

Sébastien Lê

EnTraineR: Enhanced Teaching Assistant (AI) for Statistical Analysis

An assistant built on large language models that helps interpret statistical model outputs in R by generating concise, audience-specific explanations.

Authors:Sébastien Lê [aut, cre]

EnTraineR_1.0.0.tar.gz
EnTraineR_1.0.0.zip(r-4.7-any)EnTraineR_1.0.0.zip(r-4.6-any)EnTraineR_1.0.0.zip(r-4.5-any)
EnTraineR_1.0.0.tgz(r-4.6-any)EnTraineR_1.0.0.tgz(r-4.5-any)
EnTraineR_1.0.0.tar.gz(r-4.7-any)EnTraineR_1.0.0.tar.gz(r-4.6-any)
EnTraineR_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
EnTraineR/json (API)

# Install 'EnTraineR' in R:
install.packages('EnTraineR', repos = c('https://sebastien-le.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/sebastien-le/entrainer/issues

Datasets:
  • deforestation - River deforestation: air and water temperatures before/after
  • ham - Ham: sensory descriptors and overall liking
  • poussin - Poussin: weight by brooding temperature and sex

On CRAN:

Conda:

3.40 score 2 scripts 240 downloads 19 exports 21 dependencies

Last updated from:29b44fc805. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING160
source / vignettesOK204
linux-release-x86_64WARNING160
macos-release-arm64WARNING137
macos-oldrel-arm64WARNING129
windows-develWARNING86
windows-releaseWARNING84
windows-oldrelWARNING94
wasm-releaseOK142

Exports:entrainer_responsegemini_generatetrainer_aovsumtrainer_AovSumtrainer_chisqtrainer_chisq_testtrainer_cortrainer_cor_testtrainer_linear_modeltrainer_LinearModeltrainer_mcatrainer_MCAtrainer_pcatrainer_PCAtrainer_proptrainer_prop_testtrainer_t_testtrainer_vartrainer_var_test

Dependencies:askpassbase64encclicrayoncurlgluehttr2jsonlitelifecyclemagrittrollamaropensslpillarpkgconfigR6rlangsystibbleutf8vctrswithr

Readme and manuals

Help Manual

Help pageTopics
Convert an EntraineR response to characteras.character.entrainer_response
River deforestation: air and water temperatures before/afterdeforestation
Extract the response from an EntraineR prompt/result objectentrainer_response
Generate text with Google Gemini (Generative Language API) - robust w/ retriesgemini_generate
Ham: sensory descriptors and overall likingham
Poussin: weight by brooding temperature and sexpoussin
Backward-compatible print method nameprint.entrainer_llm_result
Print an EntraineR prompt/result compactlyprint.entrainer_prompt
Print an EntraineR response compactlyprint.entrainer_response
Trainer: Interpret ANOVA (AovSum) with an LLM-ready prompttrainer_AovSum trainer_aovsum
Interpret a chi-squared test (chisq.test) with an audience-aware LLM prompttrainer_chisq_test
Interpret a correlation test (cor.test) with an audience-aware LLM prompttrainer_cor_test
Deprecated short aliases for EntraineR trainerstrainer_chisq trainer_cor trainer_deprecated_aliases trainer_prop trainer_var
Trainer: Interpret FactoMineR::LinearModel with an LLM-ready prompttrainer_LinearModel trainer_linear_model
Trainer: Name an MCA dimension (FactoMineR::MCA) with an LLM-ready prompttrainer_MCA trainer_mca
Trainer: Name a PCA dimension (FactoMineR::PCA) with an LLM-ready prompttrainer_PCA trainer_pca
Interpret a proportion test (prop.test) with an audience-aware LLM prompttrainer_prop_test
Interpret a Student's t-test (stats::t.test) with an LLM-ready prompttrainer_t_test
Interpret an F test comparing two variances (var.test) with an audience-aware LLM prompttrainer_var_test