mlr3spatiotempcv - Spatiotemporal Resampling Methods for 'mlr3'

Extends the mlr3 machine learning framework with spatio-temporal resampling methods to account for the presence of spatiotemporal autocorrelation (STAC) in predictor variables. STAC may cause highly biased performance estimates in cross-validation if ignored. A JSS article is available at <doi:10.18637/jss.v111.i07>.

Last updated 4 months ago

cross-validationmlr3resamplingresampling-methodsspatialtemporal

8.09 score 50 stars 123 scripts 1.4k downloads

oddsratio - Odds Ratio Calculation for GAM(M)s & GLM(M)s

Simplified odds ratio calculation of GAM(M)s & GLM(M)s. Provides structured output (data frame) of all predictors and their corresponding odds ratios and confident intervals for further analyses. It helps to avoid false references of predictors and increments by specifying these parameters in a list instead of using 'exp(coef(model))' (standard approach of odds ratio calculation for GLMs) which just returns a plain numeric output. For GAM(M)s, odds ratio calculation is highly simplified with this package since it takes care of the multiple 'predict()' calls of the chosen predictor while holding other predictors constant. Also, this package allows odds ratio calculation of percentage steps across the whole predictor distribution range for GAM(M)s. In both cases, confident intervals are returned additionally. Calculated odds ratio of GAM(M)s can be inserted into the smooth function plot.

Last updated 12 months ago

odds-ratioprobabilitystatistics

7.48 score 31 stars 1 dependents 81 scripts 781 downloads

circle - R Client Package for Circle CI

Tools for interacting with the 'Circle CI' API (<https://circleci.com/docs/api/v2/>). Besides executing common tasks such as querying build logs and restarting builds, this package also helps setting up permissions to deploy from builds.

Last updated 3 months ago

api-clientcircle-cicontinuous-deploymentcontinuous-integration

5.86 score 12 stars 3 scripts 442 downloads

cynkrathis - Simplify Project Scaffolding and Common 'renv' Related Tasks

Opionionated {renv} helper package by cynkra GmbH.

Last updated 4 months ago

3.78 score 5 stars 1 scripts