Deep-Regularization

Research notes

研究总结包含五项候选、高维 XOR / Ring、两条 legacy 路径及后续诊断的结论、图表和来源快照。此次合入仅涉及文档与证据；模型实现和默认配置未变。实验自 2026-09-18 暂停。

可运行以下命令核对便携证据包，无需训练环境：

python docs/research/20260920-xor-ring-thread/verify_bundle.py

Name		Name	Last commit message	Last commit date
ADMM-SGD		ADMM-SGD
deprecated		deprecated
docs/research/20260920-xor-ring-thread		docs/research/20260920-xor-ring-thread
output		output
src		src
.DS_Store		.DS_Store
.gitignore		.gitignore
AGENTS.md		AGENTS.md
README.md		README.md
test.py		test.py