Manifold-kernel attention / reference implementation
Mechanism confirmed, baseline not beaten
Manifold-kernel attention — reference implementation
Runnable experiment code, benchmark implementation, machine-readable results and reports for this SynthCore idea.
Language: Python · Runtime: Python 3 · License: MIT
Public artifacts
bench_experiment.py— 6.1 KBbench_report.json— 3.2 KBexperiment.py— 6.5 KBreport.md— 1.7 KBreport_bench_2026-08-31T125404.md— 3.6 KBresults.json— 6.5 KB