Development

GeoJAX separates geometry, manifold-data adaptation, learning algorithms, problem definition, and solver implementation through small structural protocols. Geometry objects provide mathematical operations; learning methods consume validated observations and declared capabilities; Minimize supplies an objective and its derivatives; solvers return a common iteration history.

• Geometry protocol
• Learning protocol
• Optimization protocol
• Testing
• Documentation conventions