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Module streaming

Module streaming 

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Online/streaming Φ estimation for time-series data.

Computes Φ over a sliding window of observations, maintaining an empirical TPM that is updated incrementally. Designed for:

  • Neural data (EEG/fMRI time series)
  • Real-time BCI applications
  • Long-running consciousness monitoring

Key features:

  • Exponential forgetting factor for non-stationarity
  • Change-point detection in Φ trajectory
  • EWMA smoothing for noise reduction

Structs§

StreamingPhiEstimator
Online Φ estimator with empirical TPM and sliding window.