| --- |
| tags: |
| - research |
| - numpy |
| - source-derived |
| --- |
| # 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. |
| |
| ```sh |
| 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. |
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