Package: trama.ml 0.5.8

trama.ml: Interpretable and Classical Machine Learning for trama

Supervised learning nodes for trama workflows, from linear baselines and interpretable CART and FIGS models to random forests, support vector machines and gradient boosted trees. Provides reproducible training and test splits, prediction, evaluation and model inspection. Learning engines are optional and loaded only for the selected model. Neural networks are deliberately outside the scope of this collection.

Authors:Pedro Mambelli Fernandes [aut, cre], João Paulo Assis Bonifácio [aut]

trama.ml_0.5.8.tar.gz
trama.ml_0.5.8.zip(r-4.7-any)trama.ml_0.5.8.zip(r-4.6-any)trama.ml_0.5.8.zip(r-4.5-any)
trama.ml_0.5.8.tgz(r-4.6-any)trama.ml_0.5.8.tgz(r-4.5-any)
trama.ml_0.5.8.tar.gz(r-4.7-any)trama.ml_0.5.8.tar.gz(r-4.6-any)
trama.ml_0.5.8.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
trama.ml/json (API)

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

Bug tracker:https://github.com/uaipedro/trama/issues

On CRAN:

Conda:

2.30 score 1 stars 2 scripts 16 exports 120 dependencies

Last updated from:1bdeb4f693. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develWARNING147
source / vignettesOK257
linux-releaseWARNING139
macos-releaseWARNING117
macos-oldrelWARNING115
windows-develWARNING106
windows-releaseWARNING144
windows-oldrelWARNING110
wasm-releaseOK126

Exports:tr_ml_carttr_ml_exampletr_ml_figstr_ml_fittr_ml_foresttr_ml_lineartr_ml_nested_cvtr_ml_residualstr_ml_rulestr_ml_splittr_ml_svmtr_ml_tree_plottr_ml_tunetr_ml_tuning_plottr_ml_xgboosttrama_collection

Dependencies:abindagricolaeAlgDesignbackportsbase64encbitbit64bootbroombslibcachemcarcarDataclicliprclustercolorspacecommonmarkcowplotcpp11crayoncurlDerivdigestdoBydplyremmeansestimabilityfarverfastmapfontawesomeforecastFormulafracdifffsgenericsggplot2gluegtablehmshtmltoolshttpuvisobandjanitorjquerylibjsonlitelabelinglaterlatticelifecyclelme4lmerTestlmtestlubridatemagrittrMASSMatrixMatrixModelsmemoisemgcvmimeminqamodelrmvtnormnlmenloptrnnetnumDerivotelpatchworkpbkrtestpillarpkgconfigprettyunitsprogresspromisespurrrquantregR6raggrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrreformulasrlangS7sassscalesshinysnakecasesourcetoolsSparseMstringistringrsurvivalsystemfontstextshapingtibbletidyrtidyselecttimechangetimeDatetramatrama.datatrama.modelstrama.viewtzdburcautf8vctrsviridisLitevroomwithrxtablezoo