A curated, code-reproducible reference library of paper-grade scientific figures, organised by chart family. Every figure passes a strict filter: no MNIST/CIFAR/ImageNet ties, no medical imaging, no satellite/geographic basemaps, no hand-drawn schematics, no software UI screenshots — only figures whose every pixel can be regenerated from data + matplotlib.
Twelve showpiece figures spanning the full taxonomy — quantum Wigner functions, brain chord quartet, BCEmu cosmology corner, rainbow Reeb torus, single-cell velocity streamlines, topo loss landscape, octopus Mapper, sulfur P-T phase diagram, 3D Bode surface.
Organised by chart family, spanning quantum systems, topology, single-cell biology, networks, materials, and engineering. Sorted from highest visual impact downward.
Additional figure thumbnails grouped by source corpus.