rhythm-source-predictor-cp08

10 source features; retained state, guard and response estimators.

Status

Private staging package, not yet uploaded to Hugging Face. This package does not grant a public license. Read LICENSE_STATUS.md. No training was performed by this packaging continuation.

Files and execution

parameters/parameters.npz contains safe numeric arrays; parameters/manifest.json identifies original source hashes and export warnings. inference.py pins that manifest independently and refuses mismatched bytes. config.json gives exact case-sensitive feature names.

python -m pip install -r requirements.txt
python -I inference.py --request example.json
python -I validate.py

The example is a retained synthetic export fixture, not a patient. You must supply synthetic: true; this declaration does not certify that external data are safe. The CLI rejects missing, extra, Boolean, string and nonfinite feature values through the original loader.

Scope and limits

This is distinct from the older five centered-lag ridge fits. It is not adaptive cueing or a therapeutic recommendation. Export-version mismatch must be acknowledged explicitly.

No clinical deployment, LLM explanation, new patient validation, treatment or new Android release is established. The source fixture comparison checks parameter-export fidelity, not prediction accuracy on a new test cohort. Small replay in this continuation uses the first retained fixture only; full historical source tests remain separately labeled.

Provenance

Source archive: Humanization_CP08_Entegre_MVP_Kaynaklari.zip. Source code and arrays copied without scientific changes. Original fitted-object names and hashes are in config.json; unsafe joblib files are not bundled.

Publication route

This is a custom-Python model repository. No transformers AutoModel compatibility or hosted Inference API is claimed. Upload the repository only after owner approval of rights, model/data disclosure and public metadata. Related source codes: M06.

Verified packaging revision — 2026-10-20

Preserved model weights reloaded; saved or synthetic example checks passed. No training, held-out evaluation, clinical or hosted verification.

Runtime state: PASS. Rights and release approval are separate. See RELEASE_VERIFICATION.json. No paper or conference submission is included as a new software result.