pyfixest-cupy64-absorbed-regressors
pyfixest-cupy64-absorbed-regressors is an Exploratory analysis & notebooks skill for AI agents, published by kennethkhoocy in the applied-micro-skills repository on GitHub. Skillspace rates pyfixest-cupy64-absorbed-regressors D (66/100) and it passed the safety scan; the rating is based on static analysis only.
pyfixest demeaner_backend="cupy64" (including its CPU fallback when cupy is absent) is NOT numerically identical to the default numba backend and does NOT drop fully-absorbed/collinear regressors the same way. Use when: (1) adding demeaner_backend="cupy64" to existing pf.feols/fepois calls changes the printed coefficient table, (2) a regression report suddenly gains rows with absurd estimates (e.g. coef 435.8, SE 7106) for controls absorbed by the fixed effects, (3) diffing outputs before/after a backend change, or (4) anything parses a pyfixest text report by line position.
- Grade
- D
- Quality
- 66 / 100
- Safety
- Passed
- GitHub stars
- 28
Unproven: rated by static analysis only, not yet compared head-to-head.
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Our review
- Architecture
- 84 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
Not checked yet
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- Not judged on the rubric yet (not a contender in its category)
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- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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