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Data & Analytics · scikit-learn · For researchers
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Writes statistical analysis code for experimental data, runs it through a four-round review, and reports effect sizes, p-values and confidence intervals. | lingzhi227/ | 390 | — | ~886 | Automated safety check: Pass | No licence | 7 mo ago |
| 2 | Six-phase process for reproducing a published paper's results from provided data, from variable mapping and sample filtering through regression tables and a written report. | xjtulyc/ | 617 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 7 mo ago |
| 3 | Fits and evaluates survival models with scikit-survival: Cox models, Random Survival Forests, boosting, survival SVMs, concordance index, Brier score and competing risks. | davila7/ | 33k | 11 repos | ~3.7k | Automated safety check: Pass | MIT | today |
| 4 | Builds the code for a frozen research experiment test-first, with leakage controls, seed handling and saved evidence so results can be rerun and audited. | Light0305/ | 640 | — | ~2.3k | Automated safety check: Pass | MIT | 3 mo ago |