RAPIDS Framework
“Reproducible Analysis Pipeline for Data Streams (RAPIDS) allows you to process smartphone and wearable data to extract and create behavioral features (a.k.a. digital biomarkers), visualize mobile sensor data, and structure your analysis into reproducible workflows.
RAPIDS is open source, documented, multi-platform, modular, tested, and reproducible. At the moment, we support data streams logged by smartphones, Fitbit wearables, and Empatica wearables (the latter in collaboration with the DBDP).”
You can see some of our sample configuration files here! Information about the features we have chosen and why is available here.