Package: inough 0.1.0
Pawel Lenartowicz
inough: Inattention Detection Pipeline for Psychophysical Tasks
Three-stage pipeline for detecting inattention episodes in long psychophysical tasks (200+ trials). Uses accuracy residuals and response pattern signals to locate, sharpen, and formally test candidate inattention regions at trial-level precision.
Authors:
inough_0.1.0.tar.gz
inough_0.1.0.tar.gz(r-4.7-any)inough_0.1.0.tar.gz(r-4.6-any)
inough_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
inough/json (API)
| # Install 'inough' in R: |
| install.packages('inough', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/pawlenartowicz/inough/issues
- task_example - Example dual-task data with diverse inattention profiles
Last updated from:21f2d1a1e3. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 116 | ||
| source / vignettes | OK | 174 | ||
| linux-release-x86_64 | OK | 116 | ||
| wasm-release | OK | 105 |
Exports:flagsinough_controlinough_detectinough_heuristicsinough_signalslz_complexityreport
Dependencies:bootclicpp11farverggplot2gluegtableisobandjsonlitelabelinglatticelifecyclelme4MASSMatrixminqanlmenloptrpatchworkR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Extract flagged trials | flags |
| Pipeline tuning parameters | inough_control |
| Detect inattention episodes | inough_detect |
| Post-detection heuristics | inough_heuristics |
| Extract inattention signals | inough_signals |
| Normalized Lempel-Ziv Complexity (LZ76) | lz_complexity |
| Plot per-participant diagnostic panels | plot.inough_detected |
| Generate interactive HTML report | report report.inough_detected |
| Example dual-task data with diverse inattention profiles | task_example |