"""MapGS: Map-Anchored Gaussian Tokens for Feed-Forward Driving Reconstruction. A faithful, runnable reference implementation of the MapGS design. Module map (paper section -> code): geometry/ cameras, SE(3), quaternions, Plucker rays hdmap/ HD map structures, ground mesh, map rasterization, anchor sampling (§2.1, §2.2) render/ Gaussian container + gsplat rasterizer wrapper (RGB + alpha-depth) (§2.6) model/ ViT encoder, DETR decoder, MAGT tokens, gaussian head, dynamics (§2.2-2.5) losses/ rgb, mapdepth, extrap, vert, vis, tempering curriculum (§2.6-2.7) data/ synthetic driving generator + real dataset adapter stubs (§2.1, §3.1) train/ trainer, optim, two-stage schedule + curriculum (§3) ttt/ token tuning + map-guided densification (§2.8) eval/ metrics + interpolation / extrapolation / lane-consistency protocols (§4) Integrity note (from the design doc): every result table in the paper is a protocol *template*. This codebase ships no baseline numbers; all metrics must be produced by your own runs. """ __version__ = "0.1.0" from mapgs.config import MapGSConfig, load_config # noqa: E402 __all__ = ["MapGSConfig", "load_config", "__version__"]