Rdmd: Advanced Data Analysis For Complex Systems
Randomized Dynamic Mode Decomposition (RDMD) is an advanced data analysis technique that identifies dynamic modes within complex systems. It leverages random projections to efficiently reduce dimensionality and employs weighted linear least squares to extract dominant modes from time-series data. RDMD’s applications extend to various domains, including model reduction, signal processing, and fluid dynamics. It has…