Notebook Catalog

Six executed notebooks: outputs are stored inside the .ipynb files, so they render on GitHub without re-running. Each is also safe to execute top-to-bottom locally (pip install -e ".[dev]" first).

notebook	mechanism	key output
01_csa_compression_and_indexer.ipynb	overlapped pooling, indexer scores, top-k recall	pooled-entry heatmaps; recall@k curve
02_mhc_sinkhorn_birkhoff.ipynb	Sinkhorn projection, doubly stochastic matrices	σ spectrum before/after; closure check
03_moe_routing_balance.ipynb	√Softplus affinities, bias balancing	expert-load evolution over steps
04_muon_newton_schulz.ipynb	hybrid NS stages	singular values per iteration
05_kv_cache_manager.ipynb	lcm block alignment, snapshot/restore	state-equivalence proof
06_ep_overlap_simulator.ipynb	bandwidth sweep vs crossover law	speedup/utilization curves

Run all: jupyter nbconvert --to notebook --execute notebooks/*.ipynb --in-place