A Python implementation of the Dynamic Factor Model (DFM) for macroeconomic nowcasting, extending the FRBNY framework (Qian & Bok) with a modern API: real-time vintage management, Kalman-based news decomposition, optional Numba acceleration, caching, and interactive Plotly visualizations.