Topological Manifold Control: A multi-paradigm (PyTorch/JAX) geometric morphing engine utilizing differentiable soft-gating, optimized via XLA fused kernels and autograd-isolated non-blocking pipelines.
pytorchautograddifferential-geometryjit-compilermanifold-learningloss-functionsmathematical-physicshypernetworksgeometric-deep-learningpure-functionaljaxxlainformation-geometryconditional-computationcognitive-sciencesoptaxstateless-architecturetheoretical-aialignment-system
-
Updated
Jul 6, 2026 - Python