scicode-lint: Detecting Methodology Bugs in Scientific Python Code with LLM-Generated Patterns 事件

scicode-lint: Detecting Methodology Bugs in Scientific Python Code with LLM-Generated Patterns arXiv:2603.17893v2 Announce Type: replace-cross Abstract: Methodology bugs in scientific Python code produce plausible but incorrect results that traditional linters and static analysis tools cannot detect. Several research groups have built ML-specific linters, demonstrating that detection is feasible. Yet these tools share a sustainability problem: dependency on specific pylint or Python versions, l