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certify_decision(outcomes, treated, *, confounder_bins=..., propensities=...) assumes the supplied sequences are aligned. When they are not (e.g. confounder_bins shorter than outcomes), the call currently ...
good first issue

Issue #5 adds runnable doctests to the partial-ID bounds so the docs examples are tested. Let s do the same for the public transportability surface. Add small, deterministic examples to the docstrings ...
documentation
good first issue

certify_decision returns a DecisionCertificate (a NamedTuple). For experiment logging it is handy to serialize the verdict to a plain, JSON-friendly dict — e.g. to write alongside a seed grid in a results ...
enhancement
good first issue

用户提了一个需求: 翻译之后可以人为编辑校准然后导出。 请判断优先级并且设计合理的方案。

Problem skeleton.py s _import_lines() determines which imports to inject by scanning the rendered output string for literal patterns: if @dataclass(frozen=True) in flattened: imports.add( from ...
enhancement
rule-layer

Migrated from GitLab issue #227 Original URL: https://gitlab.csi.miamioh.edu/2026-senior-design-projects/ai-augmented-automl-toolchain/ai-augmented-auto-ml-toolchain/-/issues/227 Problem After propose_feature ...
gitlab-227
gitlab-import
Priority::Critical
SCOPE::BACK_END
SPRINT::10
TYPE::DEFECT

Steps to Reproduce 1. Install mu.social as a PWA on Android 2. Open a link to a website from one of the posts 3. The chrome custom tab uses bluesky s blue as theme color Attachments No response ...
bug
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ProTip! Restrict your search to the title by using the in:title qualifier.