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PC Layer: Polynomial Weight Preconditioning for Improving LLM Pre-Training
Authors: Senmiao Wang, Tiantian Fang, Haoran Zhang, Yushun Zhang, Kunxiang Zhao, Alex Schwing, Ruoyu Sun
Published: 2026-06-04 ...
arxiv:cs.AI
arxiv:cs.LG
文件路径
src/vibe3/execution/execution_role_policy.py (Lines 22-36, 128-198)
反模式类型
死代码 (Dead Code)
具体问题描述
以下数据类和方法在生产代码中没有任何引用(仅在测试和文档中出现):
- PromptContract (Line 22)
- SessionStrategy (Line 27) ...
priority/5
refactor
文件路径
tests/vibe3/execution/test_execution_role_policy.py (Lines 73, 82, 91, 102, 111, 121, 147)
反模式类型
自我检测代码 (Self-Checking Code)
具体问题描述
测试 test_execution_role_policy.py 中的多个断言仅验证了返回值的类型(如 isinstance(contract, ...
priority/5
refactor
MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery
Authors: Shangheng Du, Xiangchao Yan, Jinxin Shi, Zongsheng Cao, Shiyang Feng, Zichen Liang, Boyuan Sun, Tianshuo ...
arxiv:cs.AI
arxiv:cs.CL
Pretraining Recurrent Networks without Recurrence
Authors: Akarsh Kumar, Phillip Isola Published: 2026-06-04 Categories: cs.LG, cs.AI
Links: abs | pdf
Abstract
Training recurrent neural networks (RNNs) ...
arxiv:cs.AI
arxiv:cs.LG
Description
The admin dashboard has two auth-related modules that use different localStorage keys for the admin token.
Affected files:
- admin-dashboard/src/services/auth.js, lines 2 and 24-26
- ...
admin-dashboard
good first issue
GSSoC'26
level:beginner
mentor:Ayushh-Sharmaa
needs-labels
priority:medium
valid-issue
HANDOFF: Humanoid Agentic Task-Space Whole-Body Control via Distilled Complementary Teachers
Authors: Lizhi Yang, Junheng Li, Nehar Poddar, Yiling Hou, Gio Huh, Robert Griffin, Georgia Gkioxari, Aaron ...
arxiv:cs.AI
arxiv:cs.LG
arxiv:cs.RO
The reusable lib/plots library already reserves color, size, and shape on PlotPoint and documents them as coming (see
plots/README.md). Wire them up.
Scope
- color — colour-code marks by a field: a ...
Follow-up to #61, which noted: In a later issue we will handle actions on these points.
Now that the scores and loadings plots support arrow/lasso selection into a shared LinkGroup (rows = observations, ...
ISSUES
上周有 24 个新 issue。 24 个 issue 已经被关闭,0 个 issue 仍然保持打开状态。
CLOSED ISSUES
:heart: #3069 项目周报 (2026 年 5 月 23 日 - 2026 年 5 月 30 日), by taro-bot2[bot] :heart: #3068 项目周报 (2026 年 5 月 23 日 - 2026 年 5
月 ...
weekly-digest

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