Causal, rolling-window path-signature features for financial time series, with O(1)-per-tick sliding-window updates from the group structure of the tensor algebra
python machine-learning streaming time-series scikit-learn quantitative-finance realized-volatility quant-research path-signatures rough-path-theory
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Updated
Aug 7, 2026 - Python