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Quantitative Finance · Glossary

What is Data versioning, model artefact?

Also known as: data versioning · model artefact

Definition 25.2 Machine Learning for Markets · Chapter 25 — Experiment Tracking and Reproducibility

Data versioning identifies every dataset a run reads by an immutable snapshot (a content hash or a dated, frozen version), so that later corrections create new versions instead of changing old ones. A model artefact is the stored result of a training run, the fitted parameters in a portable form, identified by its content hash.

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