MyHeartCounts/openmhc-lsm2-daily

OpenMHC LSM2 (daily)

Reference checkpoint for OpenMHC. Window: daily (1440 minute, patch 10), 19 sensor channels.

An adaptation of Google's LSM2 wearable foundation model to OpenMHC. LSM2 is a masked-autoencoder ViT for 1-D wearable signals; this checkpoint was pre-trained self-supervised on daily (1440 minute) OpenMHC windows and serves as a general-purpose encoder. The wrapper here exposes it for the OpenMHC imputation evaluation track.

Usage

from openmhc.imputers import LSM2Imputer
import openmhc

imp = LSM2Imputer.from_release("hf://MyHeartCounts/openmhc-lsm2-daily")
results = openmhc.evaluate_imputation(imp, version="xs")
print(results.summary())

Requires the matching optional extras: pip install 'openmhc[lsm2,hf]'.

Pin a specific revision with the @ suffix:

LSM2Imputer.from_release("hf://MyHeartCounts/openmhc-lsm2-daily@v1.0")

Provenance

• Origin: W&B artifact MHC_Dataset/mhc-mae-ssl-daily/mae-daily:v0
• Validation: val loss 0.2706
• 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}
}