ml-research
Git-first, hypothesis-forcing experiment tracking for agent-driven ML research. Bundles a research harness for the H->E->F artifact model, uses signac for local execution/run state, and bridges to W&B for remote observability.
nanoGPT-based autonomous ML research loop (research prototype).
Quantum-inspired Echo State Network (QESN) — classical energy-diffusion reservoir with complex amplitudes.