FlyCast

Feeds an uploaded time series into the MaleCNS v1.0 graph used as a frozen reservoir, a leaky rate model over a sparse matrix, samples 4,096 internal states as virtual electrodes and fits a ridge readout for multi-horizon forecasting. The split is chronological at 70/15/15 with the scaler fitted on the training part only, and an optional control scrambles connection magnitudes while preserving topology and weight distribution, so whether the measured weights matter is testable, not assumed. When an autoregressive ridge or naive persistence wins, the interface says so instead of hiding it.

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#reservoir-computing#forecasting#time-series#shuffled-control#malecns