Components

Each component is independently packaged, versioned, tested, and licensed. The grouped suite workspace is a staging aid, not a runtime dependency. Distribution status differs by component and is stated below.

meddeid

Python API, CLI, batch inference, decoder, local model loading, and optional HTTP service.

PyPI: pip install meddeid

meddeid-core

Language-neutral schema, taxonomy, ordered model labels, normalization, and offset validation.

PyPI: pip install meddeid-core

meddeid-language-nl

The current Dutch language package: parsing and rendering rules, nl-BE post-processing, semantic subannotation capability, and versioned Belgian lookup resources shared by those capabilities. Other languages can provide equivalent packages through the same profile boundaries.

PyPI: pip install meddeid-language-nl

npm: npm install @meddeid/language-nl@0.1.0

meddeid-data

Hospital project import, stable identifiers, deterministic splits, synthetic generation, Synthea integration, and data validation.

PyPI: pip install 'meddeid-data[parquet]'

meddeid-training

Ordinary fitting, publication-grade epoch selection/refit, readable training diagnostics, and self-contained bundle export.

PyPI: pip install 'meddeid-training[train,plots]'

meddeid-eval

Exact-span and character metrics, core-PII recall, non-PII redaction, detailed comparison figures, and note-clustered stability analysis.

PyPI: pip install 'meddeid-eval[plots]'

meddeid-annotate

Local, single-assignment primary-span annotation application. Reads and writes canonical JSONL.

GHCR: docker pull ghcr.io/stighellemans/meddeid-annotate:0.1.0

The public source repository remains available for development; no npm release is required to run the application image.

meddeid-curate

Optional multi-annotator comparison, explicit reconciliation decisions, and audited current primary gold.

GHCR: docker pull ghcr.io/stighellemans/meddeid-curate:0.1.0

The public source repository remains available for development; no npm release is required to run the application image.

meddeid-subannotate

Gold-only core-PII character subannotation and checksummed benchmark-bundle export. It is language-neutral by default and discovers optional semantic profiles registered by installed meddeid-language-* packages. A workspace persists its selection and requires a backed-up migration to change it after review begins.

GHCR: docker pull ghcr.io/stighellemans/meddeid-subannotate:0.1.0

The public source repository remains available for development; no npm release is required to run the neutral-profile application image.

Supporting surfaces

Surface	Status	Responsibility
meddeid.github.io	Public	This suite documentation and landing page
meddeid-demo	Public	Hosted non-clinical demonstration for synthetic or otherwise non-sensitive text
Hugging Face collection	Public artifacts	Current model, synthetic corpus, synthetic benchmark
Suite publication/	Maintainer staging	Cards, checksums, guidelines, release manifests
Suite internal/	Private maintainer records	Migration provenance and pre-publication lock
Suite comparators/	External	Independently licensed benchmark systems

Documentation ownership

This site explains which component to use and how cross-component workflows fit together. A component repository is authoritative for its API, CLI flags, configuration keys, tests, and release notes. Artifact cards are authoritative for model or dataset contents, limitations, licences, and immutable revisions.