Coupled multilevel gradients for Markov-stream training / reference implementation
Mechanism confirmed, baseline not beaten
Coupled multilevel gradients for Markov-stream training — 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
artifacts/bench_report.json— 2.6 KBexperiment.py— 6.0 KBmarkov_stream_bench.py— 7.5 KBreport.md— 1.9 KBreport_bench_2026-08-31T181247.md— 4.9 KBresults.json— 5.1 KBresults2.json— 5.1 KBverify_extra.py— 0.8 KB