MyHeartCounts/openmhc-dlinear-imp

OpenMHC DLinear

Reference checkpoint for OpenMHC. Window: daily (1440 minute), 19 sensor channels.

Wrapper around a PyPOTS-backed imputer trained on the OpenMHC imputation training split. Reconstructs masked sensor windows across 19 channels.

Usage

from openmhc.imputers import DLinearImputer
import openmhc

imp = DLinearImputer.from_release("hf://MyHeartCounts/openmhc-dlinear-imp")
results = openmhc.evaluate_imputation(imp, version="xs")
print(results.summary())

Requires the matching optional extras: pip install 'openmhc[pypots,hf]'.

Pin a specific revision with the @ suffix:

DLinearImputer.from_release("hf://MyHeartCounts/openmhc-dlinear-imp@v1.0")

Provenance

• Origin: W&B artifact MHC_Dataset/mhc-pypots-dlinear/dlinear:v49
• Validation: val MAE 0.1335 (epoch 2)
• Architecture hyperparameters are pinned in openmhc_manifest.json.

License

Released under the OpenRAIL license. See the OpenMHC repository for use restrictions tied to the underlying data agreement.

Citation

@misc{openmhc,
  title  = {OpenMHC: Accelerating the Science of Wearable Foundation Models},
  author = {OpenMHC team},
  url    = {https://github.com/AshleyLab/myheartcounts-dataset}
}