Module modwt 

Structs

IncrementalLevelState

State buffer for incremental MODWT computation

IncrementalMODWTFilters

Pre-computed filter coefficients for incremental MODWT

IncrementalMODWTState

Incremental MODWT state for O(L) per-tick updates

StreamingMODWT

Streaming MODWT implementation for multi-level real-time processing

StreamingMODWTResult

Result from streaming MODWT update