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A gentle beginner's guide to standardise historical occupations, explaining the core ideas in plain language with a small worked example you can follow from a
A practical guide to measuring CER and WER for OCR and HTR models, so you can compare engines and prove accuracy gains with real numbers. Start with this guide.
How to batch OCR thousands of pages reliably, with queueing, checkpoints and error handling that survive crashes on long digitisation runs. Follow along below.
A practical guide to account for canon bias for working historians and archivists, covering the workflow end to end with concrete examples you can reuse today.
A practical guide to do stylometry in R with stylo for working historians and archivists, covering the workflow end to end with concrete examples.
Best practices and a working checklist to plot historical data with matplotlib, so your results stay consistent, documented and defensible across a whole
Troubleshooting common problems when you photogrammetry of small objects: diagnose the usual errors, find the root cause fast and apply fixes that actually work.
A practical guide to run federated SPARQL queries for working historians and archivists, covering the workflow end to end with concrete examples you can reuse
A practical guide to choose documentary vs critical edition for working historians and archivists, covering the workflow end to end with concrete examples you
A step-by-step guide on how to measure novelty and influence, with practical defaults, settings and the pitfalls to avoid so you reach a usable result on your