damariushayes/time-series-velocity-baseline
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README
Localized Time-Series Velocity Baseline Utilities A clean, high-performance mathematical toolkit engineered to perform time-series decomposition, outlier mitigation, and variance profiling on sparse multi-index point-of-sale datasets. Core Features
Micro-Horizon Capacity Valuation: Pinpoints localized time windows where system velocities experience standard deviations below historical trends. Stochastic Outlier Control: Robust preprocessing modules to isolate network latency drops from structural operational freezes. Macro-Temporal Structural Decomposition: Uses additive multi-layered time-series filters to parse trend, cycle, and structural day-of-week closures.
Installation pip install .