openmhc-timesnet-imp

OpenMHC TimesNet

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 TimesNetImputer
import openmhc

imp = TimesNetImputer.from_release("hf://MyHeartCounts/openmhc-timesnet-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:

TimesNetImputer.from_release("hf://MyHeartCounts/[email protected]")

Provenance

• Origin: W&B artifact MHC_Dataset/mhc-pypots-timesnet/timesnet:v31
• Validation: val MAE 0.2718 (epoch 11)
• 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}
}