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GRADIENT DESCENT SURFACE
Neural Loss Landscape 3D Optimizer
Explore a synthetic neural-network loss landscape with 3D non-convex surface, gradient-descent path, saddle/valley diagnostics, CSV optimization ledger, SVG contour map and JSON receipt.
Reviewed 2026-06-29
AINon-convex analytical loss surfaceFinite-difference gradient and momentum update3D surface plus optimizer trailCSV/SVG/Markdown/receipt exports
WHY THIS BELONGS ON FASTTOOL
A visually serious tool should produce an artifact, not a paragraph.
This page creates a 3D scene, an inspectable projection, a ledger, a written proof brief and a receipt that humans and AI agents can compare.