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.
pytorch autograd differential-geometry jit-compiler manifold-learning loss-functions mathematical-physics hypernetworks geometric-deep-learning pure-functional jax xla information-geometry conditional-computation cognitive-sciences optax stateless-architecture theoretical-ai alignment-system
-
Updated
Sep 1, 2026 - Python