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Getting Started

Introduction to monecascale

monecascale: hierarchical DC-SBM backend for MONECA

Bipartite Segmentation

Rectangular mobility, RR = DcLbm residual, hierarchical co-clustering.

Bipartite Segmentation with moneca_bipartite()

Flow Clustering

Map Equation / Infomap for mobility communities, flat and recursive.

Flow Clustering with moneca_flow()

Auto Level Selection

MDL + MI plateau criteria for picking the right level post-hoc.

Auto Level Selection with auto_segment_levels()

Out-of-core RR

DuckDB-backed sparse RR build and composition with existing backends.

Out-of-core RR computation with DuckDB