Articles and complete workflows¶
The article library is a core part of eyeprocesspy, not an afterthought. The current deep-parity reference links 88 / 88 frozen eyeprocess articles, covering complete scientific workflows from ingestion and quality control to advanced process measurement, psychometrics, validation and reproducibility.
Featured workflow map Runnable examples Visual gallery
Start by research question¶
| If you need to… | Start here |
|---|---|
| prove a clean installation is reproducible | Benchmark reproduction |
| quantify calibration uncertainty and measurement quality | Calibration uncertainty and data quality |
| understand governed APIs and canonical interfaces | API lifecycle and canonical interfaces |
| validate an advanced process model | Advanced model validation |
| work with advanced Bayesian / 3PL diagnostics | Bayesian and 3PL process diagnostics |
| see representative scientific plots before choosing a workflow | Visual gallery |
Scientific families represented across the 88 articles¶
- Import, storage and interoperability — vendor/generic readers, Gazepoint workflows, canonical schemas, coordinate/timebase governance and partitioned storage.
- Preprocessing and eye-movement features — gaze/fixation/saccade processing, AOIs, dwell, scanpaths, transitions, recurrence and spatial/process summaries.
- Pupillometry and multimodal workflows — baseline correction, pupil features, functional pupil, missingness, synchronization and staged multimodal analysis.
- IRT and process psychometrics — foundations, diagnostics, dynamic/process-informed models, advanced IRT, DIF/DTF, adaptive/scoring and multidimensional extensions.
- Measurement intelligence — process registries, reliability, calibration uncertainty, linking, norms, fairness, item-bank optimization and validation utilities.
- Validation and robustness — recovery, SBC-style diagnostics, stress tests, negative controls, grouped/leakage-aware validation, evidence programs and atlases.
- Reproducibility and software evidence — deterministic benchmarks, provenance, manifests, software-paper evidence, release validation and frozen-R parity.
Use site search when you know the method name; use the featured workflow map when you know the research problem but not yet the function family.