mlr3spatiotempcv - Spatiotemporal Resampling Methods for 'mlr3'

Extends the mlr3 ML 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.

Last updated 7 months ago

cross-validationmlr3resamplingresampling-methodsspatialtemporal

8.36 score 49 stars 112 scripts 853 downloads

tic - Tasks Integrating Continuously: CI-Agnostic Workflow Definitions

Provides a way to describe common build and deployment workflows for R-based projects: packages, websites (e.g. blogdown, pkgdown), or data processing (e.g. research compendia). The recipe is described independent of the continuous integration tool used for processing the workflow (e.g. 'GitHub Actions' or 'Circle CI'). This package has been peer-reviewed by rOpenSci (v0.3.0.9004).

Last updated 4 months ago

appveyorcontinuous-integrationdeploymentgithubactionstravis-ci

7.54 score 154 stars 16 scripts

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 7 months ago

odds-ratioprobabilitystatistics

7.42 score 31 stars 1 packages 67 scripts 1.1k 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 4 months ago

api-clientcircle-cicontinuous-deploymentcontinuous-integration

5.38 score 12 stars 3 scripts 412 downloads

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

Opionionated {renv} helper package by cynkra GmbH.

Last updated 3 days ago

4.08 score 5 stars 1 scripts