processing

This is the preprocessing submodule.

This module contains the functionality necessary to preprocess the raw data. This includes calibration, deriving the various metrics, and the sleep and physical activity analysis tools.

Submodules

analytics

Calculate sleep onset and wake up times.

calibration

Calibrate accelerometer data.

idle_sleep_mode_imputation

Handle idle sleep mode special case.

metrics

Calculate base metrics, anglez and enmo.

mims

Calculate Monitor Independent Movement Summary Units.

processing_utils

This module contains helper functions for general processing of timeseries data.